United States v. Rodella , 804 F.3d 1317 ( 2015 )


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  •                                                                      FILED
    United States Court of Appeals
    Tenth Circuit
    November 4, 2015
    PUBLISH                   Elisabeth A. Shumaker
    Clerk of Court
    UNITED STATES COURT OF APPEALS
    TENTH CIRCUIT
    UNITED STATES OF AMERICA,
    Plaintiff-Appellee,
    v.                                                    No. 15-2023
    THOMAS R. RODELLA,
    Defendant-Appellant.
    APPEAL FROM THE UNITED STATES DISTRICT COURT
    FOR THE DISTRICT OF NEW MEXICO
    (D.C. No. 1:14-CR-02783-JB-1)
    John D. Cline, Law Office of John D. Cline, San Francisco, California, for
    Defendant-Appellant.
    Jeremy Peña, Assistant United States Attorney, (Damon P. Martinez, United
    States Attorney, and Tara C. Neda, Assistant United States Attorney, with him on
    the brief), Albuquerque, New Mexico, for Plaintiff-Appellee.
    Before BRISCOE, EBEL and BACHARACH, Circuit Judges.
    BRISCOE, Circuit Judge.
    Defendant Thomas Rodella, the former sheriff of Rio Arriba County, New
    Mexico, was convicted by a jury of one count of depriving a person of his
    constitutional right to be free of unreasonable force and seizure, resulting in
    bodily injury and including the use of a dangerous weapon, in violation of 
    18 U.S.C. § 242
    , and one count of brandishing a firearm during the offense, in
    violation of 
    18 U.S.C. § 924
    (c)(1)(A)(ii). Rodella was sentenced to a total term
    of imprisonment of 121 months for these crimes. On appeal, Rodella challenges
    his convictions on several grounds. Exercising jurisdiction pursuant to 
    28 U.S.C. § 1291
    , we affirm.
    I
    Factual background
    On the evening of March 11, 2014, an individual named Michael Tafoya
    was driving his car from his grandfather’s residence in rural Rio Arriba County to
    his own residence within the county. Tafoya stopped at the intersection of a dirt
    road and a paved road known as Road 399. There, Tafoya looked both ways
    before turning left onto Road 399. Shortly after entering Road 399, however,
    Tafoya noticed a green, unmarked Jeep approaching him rapidly from behind.
    The Jeep began flashing its headlights and soon thereafter began tailgating
    Tafoya’s vehicle.
    Tafoya, upset at being tailgated by the Jeep, stepped on his brake pedal in
    order to flash his brake lights at the Jeep. The Jeep did not, however, respond to
    this action. Tafoya, increasingly frustrated, “flipped off” the driver of the Jeep
    through his rear window. Again, however, the Jeep refused to back away and
    2
    instead continued to tailgate Tafoya’s vehicle.
    Tafoya continued driving on Road 399 until he spotted a place where he
    could pull over. There, Tafoya pulled off to the right side of Road 399. As the
    Jeep passed by, Tafoya reached one of his hands near the front of his windshield
    and again “flipped off” the Jeep. The driver of the Jeep responded by slamming
    on the brakes, coming to a stop directly on Road 399, and driving in reverse at a
    rapid rate of speed back to the spot near where Tafoya was parked on the side of
    the road. The Jeep came to a complete stop and two men wearing plain clothes
    got out: defendant Rodella, who was the passenger, and Rodella’s son, 26-year-
    old Thomas Rodella, Jr., who was the driver. According to Tafoya, both men
    started walking towards his Mazda in an aggressive fashion while simultaneously
    telling Tafoya to “come on.” Aplee. Supp. App., Vol. IV at 789. At no point,
    according to Tafoya, did Rodella flash a badge or otherwise identify himself as a
    law enforcement officer. Tafoya, unaware of either man’s identity and believing
    that the two men wanted to fight him, sped off in his vehicle down Road 399.
    Rodella and his son got back in their Jeep and, with Rodella Jr. again driving,
    began to follow Tafoya.
    Tafoya became scared when he realized that the Jeep was following him
    again. In an effort to escape the Jeep, Tafoya began driving approximately 60 to
    65 miles per hour on Road 399, well over the posted speed limit of 35 miles per
    hour. Tafoya also mentally devised a planned route that he thought would allow
    3
    him to reverse course. Tafoya, however, missed his intended turn. Panicked,
    Tafoya rolled down his windows and yelled at a jogger, “Call the police.
    Someone is after me.” 
    Id. at 795
    . Tafoya then turned into a nearby driveway.
    The Jeep quickly turned into the driveway behind Tafoya’s vehicle. Tafoya
    shifted his vehicle into reverse, turned his steering wheel, and began driving in
    reverse in an attempt to evade the Jeep. Unbeknownst to Tafoya, there was a
    metal pole anchored in the middle of the driveway. The rear end of Tafoya’s
    vehicle struck the pole, stopping the rearward progress of his vehicle.
    As Tafoya’s vehicle became stuck on the metal pole, Rodella jumped out of
    the passenger side of the Jeep, ran towards Tafoya’s vehicle, grabbed for the
    handle on the front passenger-side door, but bounced off and away from the
    vehicle. Rodella approached Tafoya’s vehicle again, successfully opened the
    front passenger side door, and jumped into the front passenger seat. According to
    Tafoya, Rodella had a shiny silver firearm in his hand. The firearm was later
    confirmed to be a .38 Special revolver.
    Tafoya grabbed at Rodella’s wrists while saying repeatedly, “Please don’t
    kill me.” 
    Id. at 805
    . According to Tafoya, Rodella kept trying to turn the gun
    towards Tafoya. Rodella also, according to Tafoya, responded to Tafoya by
    saying, “It’s too late, it’s too late.” 
    Id.
     As Tafoya and Rodella continued to
    struggle, Rodella Jr. approached the driver’s side of Tafoya’s vehicle, opened the
    door, grabbed Tafoya, pulled him out of the vehicle, and threw him facedown on
    4
    the ground. Tafoya struggled to get up while saying to Rodella Jr., “Please don’t
    kill me.” 
    Id. at 806-07
    . Rodella Jr. told Tafoya to stop struggling and then said
    to Tafoya, “Don’t you realize he’s the sheriff?” 
    Id. at 807
    . Upon hearing this,
    Tafoya “just kind of froze” in shock. 
    Id. at 808
    .
    Tafoya, after attempting to calm himself, asked if he could see Rodella’s
    badge in order to confirm that he was the sheriff. Rodella responded by saying,
    “You want to see my badge?” 
    Id. at 809
    . Rodella then approached Tafoya while
    he was still laying face down on the ground, grabbed the back of Tafoya’s hair,
    and slapped Tafoya across the right cheek with his sheriff’s badge while saying,
    “Here’s my badge, motherfucker.” 
    Id.
     Rodella followed up by “stuff[ing] it” in
    Tafoya’s right eye and slamming Tafoya’s head into the ground. 
    Id. at 809-10
    .
    Tafoya remained on the ground for several minutes until deputies from the
    Rio Arriba Sheriff’s Office arrived on the scene. It is undisputed that the
    deputies were contacted directly during the chase by Rodella. At no time did
    Rodella contact a dispatcher to report the chase or to request back-up officers.
    The deputies picked up Tafoya, took him to the front of his car, and frisked
    him. Tafoya attempted to explain himself to the deputies, to no avail. Tafoya
    was subsequently taken by a deputy to the sheriff’s office, where he was detained
    for several hours and charged with a felony offense. Tafoya was then transported
    to a county jail where he was held for several days before being bailed out by his
    grandfather. The criminal charges against Tafoya were subsequently dismissed.
    5
    Upon his release from jail, Tafoya contacted the Federal Bureau of Investigation
    (FBI) and reported what had happened to him.
    Procedural background
    On August 12, 2014, a federal grand jury indicted Rodella on four criminal
    counts. 1 Count 1 charged him with conspiring with Rodella Jr. to violate
    Tafoya’s constitutional right to not be subjected to unreasonable seizures, in
    violation of 
    18 U.S.C. § 241
    . Count 2 charged Rodella with depriving Tafoya of
    his civil rights, in violation of 
    18 U.S.C. §§ 242
     and 2. Count 3 charged Rodella
    with brandishing a firearm in connection with the offense alleged in Count 2, in
    violation of 
    18 U.S.C. § 924
    (c)(1)(A)(ii). Count 4 charged Rodella with
    falsifying a document (his official written account of what happened prior to and
    during the arrest of Tafoya), in violation of 
    18 U.S.C. § 1519
    .
    On September 9, 2014, the grand jury returned a two-count superseding
    indictment that omitted the conspiracy and falsification-of-document charges.
    Count 1 of the superseding indictment charged Rodella with deprivation of
    Tafoya’s constitutional right to be free of unreasonable force and seizure, in
    violation of 
    18 U.S.C. § 242
    . Count 2 of the superseding indictment charged
    Rodella with the use of a dangerous weapon in connection with that offense, in
    1
    The indictment also charged Rodella Jr. with the same crimes. Those
    charges, however, were ultimately dismissed pursuant to the government’s
    unopposed motion.
    6
    violation of 
    18 U.S.C. § 924
    (c)(1)(A)(ii).
    Rodella proceeded to trial in late September 2014. At the conclusion of all
    the evidence, the jury found him guilty of both counts alleged in the superseding
    indictment.
    On January 1, 2015, the district court sentenced Rodella to a term of
    imprisonment of 37 months on Count 1 and a mandatory consecutive 7-year
    sentence on Count 2, resulting in a total term of imprisonment of 121 months.
    II
    Sufficiency of the evidence
    In his first issue on appeal, Rodella contends that the evidence presented at
    trial was insufficient to support his conviction for violating 
    18 U.S.C. § 242
    .
    “We review the denial of a motion for judgment of acquittal, and hence the
    sufficiency of the evidence to support the jury verdict, de novo.” United States v.
    Sparks, 
    791 F.3d 1188
    , 1190 (10th Cir. 2015). In doing so, “[w]e view the
    evidence in the light most favorable to the government to determine whether a
    rational trier of fact could have found the elements of the offense beyond a
    reasonable doubt.” 
    Id. at 1190-91
    . “We do not decide matters of credibility or
    reweigh the evidence.” 
    Id. at 1191
    .
    Section 242 of Title 18 prohibits, in pertinent part, a person acting “under
    color of any law” from “willfully subject[ing] any person in any State, Territory,
    Commonwealth, Possession, or District to the deprivation of any rights,
    7
    privileges, or immunities secured or protected by the Constitution or laws of the
    United States.” 
    18 U.S.C. § 242
    . It also provides, as relevant here, that “if
    bodily injury results from [such] acts . . . or if such acts include the use,
    attempted use, or threatened use of a dangerous weapon,” the defendant “shall be
    fined under this title or imprisoned not more than ten years, or both.” 
    Id.
    In this case, the superseding indictment alleged that Rodella “willfully
    deprived [Tafoya] of the right, protected and secured by the Constitution and laws
    of the United States, not to be subjected to unreasonable seizure by a law
    enforcement officer.” Dist. Ct. Docket No. 55 at 1. Although the superseding
    indictment did not identify which portion of the Constitution secured this right,
    the indictment was presumably referring to the Fourth Amendment. The Fourth
    Amendment expressly protects individuals from “unreasonable searches and
    seizures.” U.S. C ONST . amend. IV.
    As outlined in the Tenth Circuit Pattern Criminal Jury Instructions, the
    essential elements of the § 242 charge at issue in this case are as follows: (1) the
    defendant was acting under color of law when he committed the acts charged in
    the indictment; (2) the defendant deprived Tafoya of his right to be free of
    unreasonable seizures (including the right to be free from unlawful arrests and the
    right to not be subjected to excessive force), which is a right secured by the
    Constitution of the United States; (3) the defendant acted willfully, that is, the
    defendant acted with a bad purpose, intending to deprive Tafoya of that right; and
    8
    (4) the offense resulted in bodily injury to Tafoya or the offense included the use,
    attempted use or threatened use of a dangerous weapon. See 10th Cir. Crim.
    Pattern Jury Instructions No. 2.17 (2011).
    The government presented to the jury two alternative theories to establish
    Rodella’s criminal liability on Count 1: (1) that Rodella unlawfully arrested
    Tafoya; and (2) that Rodella used unreasonable force in the course of arresting
    Tafoya. The jury ultimately found in the government’s favor on both theories as
    indicated on its special verdict form. Aplt. App. at 177. The only caveat is that,
    in considering the unreasonable force theory, the jury found beyond a reasonable
    doubt that Rodella “used or threatened to use a dangerous weapon,” but did not
    find beyond a reasonable doubt that Rodella “caused . . . Tafoya to suffer bodily
    injury.” Id. In his appeal, Rodella challenges the jury’s findings on both theories
    of criminal liability.
    a) Unlawful arrest
    Tafoya argues that the evidence presented at trial did not establish that he
    arrested Tafoya without probable cause. To the contrary, he asserts, he “had
    ample probable cause to arrest Tafoya . . . for violations of state law,” Aplt. Br. at
    16, including (a) that “Tafoya’s Mazda displayed expired temporary tags on the
    rear of the vehicle” and “[h]is valid plate was inside the front windshield,” both
    in violation of New Mexico state law, id.; (b) that Tafoya “committed the
    misdemeanor of careless driving,” in violation of New Mexico law, when he
    9
    “brake checked” in response to the Jeep initially approaching the rear of his
    vehicle, id. at 17; (c) that Tafoya “drove 60 or 65 MPH in a 35 MPH zone,” id.;
    (d) that Tafoya “sped through a heavily populated area, driving fast enough that
    he could have flipped his car, and potentially putting other people in danger;” id.
    (internal citations omitted); and (e) that Tafoya “drove through a stop sign
    without making a complete stop,” id. at 18.
    The initial problem with Rodella’s argument is that he failed to assert
    below that Tafoya committed, and thus the jury should consider, all of the alleged
    infractions that he now points to in his appellate brief. At trial, the district court,
    pursuant to Rodella’s request, instructed the jury that it should consider whether
    Tafoya committed four specific offenses: (1) resisting, evading or obstructing a
    peace officer, (2) aggravated assault on a peace officer by use of a deadly weapon
    (i.e., Tafoya’s car), (3) careless driving, and (4) reckless driving. Aplt. App. at
    199-200 (Instruction No. 14, which discussed the concept of probable cause and
    outlined the types of conduct that could have given rise to probable cause in this
    case). Thus, Rodella has forfeited any argument that his arrest of Tafoya was
    justified by the unusual placement of Tafoya’s license plate or the existence of
    the expired temporary tags. 2
    2
    In any event, no witness testified at trial that the placement of Tafoya’s
    license plate, or the existence of his expired temporary tags, violated New Mexico
    state law. Thus, the jury would have had no evidence upon which to find that
    (continued...)
    10
    Turning to the evidence presented at trial, it is important to note that
    Rodella did not testify in his own defense. That left the jury, in considering
    Rodella’s defense to the unlawful arrest charge, to consider the testimony of the
    only other known eyewitnesses to the incident: Tafoya, Mark Thompson, and
    Rodella Jr. Thompson is the individual who owned the property where the arrest
    occurred and he was jogging nearby when the arrest occurred. Thompson’s
    testimony, viewed in the light most favorable to the government, was generally
    supportive of Tafoya’s testimony regarding what occurred. In particular,
    Thompson testified that: (a) Tafoya appeared scared when he first saw him (i.e.,
    when Tafoya slowed down and yelled out his window for Thompson to call the
    police); (b) he heard Tafoya beg Rodella not to shoot him; and (c) after Tafoya
    was removed from his vehicle and forced to the ground, he heard Tafoya say to
    Rodella, “Why did you pull a gun on me? I didn’t know you were a Sheriff,”
    Aplee. Supp. App., Vol. V at 1107. Rodella Jr., who testified in his father’s
    defense, painted a dramatically different picture of what occurred. For example,
    Rodella Jr. denied tailgating Tafoya’s vehicle, denied that he backed up the Jeep
    directly on Road 399, denied that he or his father walked or talked aggressively
    when approaching Tafoya during their initial encounter (i.e., when Tafoya pulled
    off to the side of the road to let the Jeep pass), alleged that his father displayed
    2
    (...continued)
    Rodella possessed probable cause to arrest Tafoya for these purported violations.
    11
    his badge during the initial encounter, alleged that he never drove above the speed
    limit while chasing Tafoya’s vehicle, alleged that his father displayed his badge
    again when he approached Tafoya’s vehicle in the driveway, and denied that his
    father struck Tafoya with the badge. But the jury clearly could have concluded,
    and presumably did conclude, that Rodella Jr.’s testimony was not credible. In
    turn, the jury reasonably could have, and apparently did, accept Tafoya’s version
    of the events.
    Assuming that the jury accepted Tafoya’s testimony as true, they in turn
    necessarily would had to have found that a reasonable person in Tafoya’s position
    would not have known that Rodella was a law enforcement officer. As a result,
    they would had to have found, under the instructions given to them by the district
    court, that Rodella was not in “uniform,” as defined by New Mexico law, and thus
    could not have legally detained or arrested Tafoya. 3 Aplt. App. at 197
    (Instruction No. 13).
    Relatedly, the jury reasonably could have found that Tafoya’s flight and
    any careless or reckless driving that he engaged in was provoked by Rodella.
    3
    The district court instructed the jury, in pertinent part, that “[i]n New
    Mexico, a sheriff cannot arrest or detain an individual for a traffic violation
    unless he is wearing a uniform.” Aplt. App. at 197 (Instruction No. 13). The
    district further instructed the jury that “[t]he test for whether an officer was in
    ‘uniform’ is whether there are sufficient indicia that would permit a reasonable
    person to believe the person purporting to be a peace officer is, in fact, who he
    claims to be.” Id.
    12
    Although the law regarding provocation “is far from developed,” both the
    Supreme Court and other circuits “have touched on this issue” of what constitutes
    provoked flight. United States v. Jeter, 
    721 F.3d 746
    , 753 (6th Cir. 2013)
    (collecting cases). Both the Sixth and Eleventh Circuits have concluded, and we
    agree, “that officers cannot improperly provoke—for example, by fraud—a person
    into fleeing and use the flight to justify a stop.” United States v. Franklin, 
    323 F.3d 1298
    , 1302 (11th Cir. 2003); see Jeter, 721 F.3d at 754 (holding that “[f]raud
    . . . would surely suggest wrongdoing on the part of the officers and thus make a
    finding of provocation more likely”); see also Illinois v. Wardlow, 
    528 U.S. 119
    ,
    125 (2000) (holding that an individual’s “unprovoked” flight was sufficient to
    give officers reasonable suspicion to conduct a Terry stop). In addition, the Sixth
    Circuit has indicated, and we agree, that “[i]f police officers put a defendant in
    reasonable fear of physical harm, that might also qualify as provocation.” Jeter,
    721 F.3d at 754. Applying those principles in this case, we conclude that the jury
    reasonably could have found, based upon Tafoya’s testimony, that the actions of
    Rodella and his son placed Tafoya in reasonable fear of physical harm and in turn
    provoked Tafoya into panicking and fleeing for his safety. In other words, we
    conclude that the jury reasonably could have found that Rodella and his son
    provoked Tafoya into committing the alleged traffic violations that Rodella
    identified at trial.
    13
    For these reasons, we reject Rodella’s challenge to the sufficiency of the
    evidence underlying the jury’s finding that he unlawfully arrested Tafoya.
    b) Excessive force
    Tafoya also challenges the sufficiency of the evidence underlying the jury’s
    finding that he used excessive force during the arrest of Tafoya. Specifically,
    Rodella notes that “[t]he jury found that the government had not proven” that
    Tafoya suffered “any bodily injury,” and he argues that “the evidence does not
    establish that Tafoya incurred more than de minimis emotional injury.” Aplt. Br.
    at 20.
    In support of his position, Rodella points to this court’s en banc decision in
    Cortez v. McCauley, 
    478 F.3d 1108
     (10th Cir. 2007). Cortez was not a criminal
    case, but rather a civil case in which the plaintiffs, Rick and Tina Cortez, a
    married couple who resided in New Mexico, filed claims against county officials
    under 
    42 U.S.C. § 1983
     alleging, in part, that they had been unlawfully arrested
    or detained and subjected to excessive force. Defendants moved for summary
    judgment on the grounds of qualified immunity. The district court denied
    defendants’ motion and defendants filed an interlocutory appeal. After a three-
    judge panel initially heard and decided the case, the court “granted rehearing en
    banc primarily to consider under what circumstances, if any, an excessive force
    claim is subsumed in an unlawful arrest claim.” 
    Id. at 1112
    . In considering Rick
    Cortez’s claim that he was subjected to excessive force at the time of his arrest,
    14
    this court noted that the evidence, considered in the light most favorable to
    plaintiffs, established that the defendants “(1) grabbed Rick Cortez by the arm
    and pulled him from the doorway of his home; (2) handcuffed him; (3) placed him
    in the back seat of a locked patrol car—all in the middle of the night, and (4)
    ignored his pleas that the handcuffs were too tight and hurting him.” 
    Id. at 1126
    .
    The court in turn “conclud[ed] that a small amount of force, like grabbing Rick
    Cortez and placing him in the patrol car, is permissible in effecting an arrest
    under the Fourth Amendment.” 
    Id. at 1128
    . “The closer issue,” the court stated,
    “[wa]s whether the failure to adjust Rick Cortez’s handcuffs during an arrest
    constitute[d] excessive force.” 
    Id. at 1129
    . The court explained:
    In some circumstances, unduly tight handcuffing can constitute
    excessive force where a plaintiff alleges some actual injury from the
    handcuffing and alleges that an officer ignored a plaintiff’s timely
    complaints (or was otherwise made aware) that the handcuffs were
    too tight. Although Rick Cortez complained that the handcuffs were
    too tight, the summary judgment record presents too little evidence
    of any actual injury. We believe that a claim of excessive force
    requires some actual injury that is not de minimis, be it physical or
    emotional. The only evidence in the record is his affidavit that the
    handcuffs left red marks that were visible for days afterward. This is
    insufficient, as a matter of law, to support an excessive force claim if
    the use of handcuffs is otherwise justified.
    
    Id.
     (internal citations and footnotes omitted). In a footnote to this passage, the
    court also stated:
    Plaintiffs alleged that Defendants [sic] use of excessive force caused
    [actual] injury [that was not de minimis]. Aplt. App. at 26, ¶ 29. In
    order to recover on an excessive force claim, a plaintiff must show:
    (1) that the officers used greater force than would have been
    15
    reasonably necessary to effect a lawful seizure, and (2) some actual
    injury caused by the unreasonable seizure that is not de minimis, be
    it physical or emotional. See Tarver v. City of Edna, 
    410 F.3d 745
    ,
    752 (5th Cir. 2005) (allegations of de minimis physical harm from
    handcuffing were insufficient, nor did plaintiff demonstrate “that he
    suffered psychological injury from the handcuffing”).
    Id. n.25.
    Although this language from Cortez was broadly worded, the fact remains
    that the opinion dealt only with Rick Cortez’s narrow claim that he was
    handcuffed too tightly. And this court’s post-Cortez cases reflect the view that
    the holding in Cortez is limited to handcuffing cases. See Maresca v. Bernalillo
    Cty., — F.3d —, 
    2015 WL 6384984
     at *11 (10th Cir. 2015) 4; Koch v. City of Del
    City, 
    660 F.3d 1228
    , 1247 (10th Cir. 2011) (holding that in cases in which the
    manner of handcuffing is alleged to have constituted excessive force, Cortez
    requires proof of an actual injury that is not de minimis); Fisher v. City of Las
    Cruces, 
    584 F.3d 888
    , 894 (10th Cir. 2009) (stating that Cortez “explain[s]” what
    must be proven “in a handcuffing case”).
    Moreover, the Supreme Court’s decision in Wilkins v. Gaddy, 
    559 U.S. 34
    (2010), effectively rebuts any assertion that Cortez’s “de minimis injury”
    requirement is applicable beyond handcuffing-only cases. Wilkins involved a §
    1983 claim of excessive force brought by a state prisoner against a corrections
    4
    Maresca distinguishes some arguably broader language in Aldaba v.
    Pickens, 
    777 F.3d 1148
    , 1161 n.3 (10th Cir. 2015) as dicta.
    16
    officer. The district court in Wilkins dismissed the action for failure to state a
    claim, holding that, “in order to state an excessive force claim under the Eighth
    Amendment, a plaintiff must establish that he received more than a de minimis
    injury.” 
    Id. at 35
     (internal alterations omitted). The plaintiff prisoner appealed
    and the Fourth Circuit summarily affirmed the district court’s decision. The
    Supreme Court, however, granted the prisoner’s petition for certiorari and
    reversed the judgment. In doing so, the Court emphasized that in Hudson v.
    McMillian, 
    503 U.S. 1
     (1992), it had “rejected the notion that ‘significant injury’
    is a threshold requirement for stating an excessive force claim.” 
    559 U.S. at 37
    (quoting Hudson, 
    503 U.S. at 7
    ). To be sure, the Court noted, “[t]he extent of
    injury may . . . provide some indication of the amount of force applied.” 
    Id.
     But,
    the Court stated, “[i]njury and force . . . are only imperfectly correlated, and it is
    the latter that ultimately counts.” 
    Id. at 38
    .
    Notably, the Eighth Circuit has applied Wilkins to Fourth Amendment
    excessive force claims generally, while carving out a narrow exception for
    handcuffing-only claims. Specifically, in Chambers v. Pennycook, 
    641 F.3d 898
    (8th Cir. 2011), the Eighth Circuit rejected the notion “that evidence of only de
    minimis injury necessarily forecloses a claim of excessive force under the Fourth
    Amendment.” 
    Id. at 906
    . To be sure, the Eighth Circuit noted, “[a] de minimis
    use of force is insufficient to support a claim, and it may well be that most
    plaintiffs showing only de minimis injury can show only a corresponding de
    17
    minimis use of force.” 
    Id.
     (internal citations omitted). “But,” the court stated, “it
    is logically possible to prove an excessive use of force that caused only a minor
    injury, and a rule that forecloses a constitutional claim in that circumstance
    focuses on the wrong question.” 
    Id.
     As for handcuffing-only cases, the Eighth
    Circuit stated:
    Our cases concerning excessive force claims arising from
    handcuffing do include language that might support the position of
    the officers here. We said in Hanig v. Lee, 
    415 F.3d 822
     (8th Cir.
    2005), that “[f]or the application of handcuffs to amount to excessive
    force, there must be something beyond minor injuries.” 
    Id. at 824
    ;
    accord Crumley v. City of St. Paul, 
    324 F.3d 1003
    , 1008 (8th Cir.
    2003). Those decisions, however, should not be read to establish a
    general rule equating quantum of injury with quantum of force under
    the Fourth Amendment. “Handcuffing inevitably involves some use
    of force,” Wertish, 433 F.3d at 1067, and it almost inevitably will
    result in some irritation, minor injury, or discomfort where the
    handcuffs are applied. See Rodriguez v. Farrell, 
    280 F.3d 1341
    ,
    1351 (11th Cir. 2002). To prove that the force applied was excessive
    in that context, therefore, a plaintiff must demonstrate something
    more. See Fisher v. City of Las Cruces, 
    584 F.3d 888
    , 898 (10th Cir.
    2009). As a general proposition, however, there is no uniform
    requirement that a plaintiff show more than de minimis injury to
    establish an application of excessive force. See Lambert v. City of
    Dumas, 
    187 F.3d 931
    , 936 (8th Cir. 1999) (holding that “[a] single
    small cut of the lateral right eyelid and small scrapes of the right
    posterior knee and upper calf” were sufficient to support an
    excessive force claim).
    Id. at 907; see Royster v. Nichols, 
    698 F.3d 681
    , 691 (8th Cir. 2012).
    The Eleventh Circuit has also applied the holding in Wilkins to an
    excessive force claim brought under the Fourth Amendment. In doing so, the
    Eleventh Circuit stated: “We see no reason why the same rationale [outlined in
    18
    Wilkins] should not apply in a Fourth Amendment excessive force case.”
    Saunders v. Duke, 
    766 F.3d 1262
    , 1270 (8th Cir. 2014). “After all,” the court
    stated, “a plaintiff claiming excessive force under the Fourth Amendment can
    seek nominal damages if he does not have compensable injuries.” 
    Id.
    In light of the authorities discussed above, we reject the central premise of
    Rodella’s argument, i.e., that there is a de minimis injury requirement for Fourth
    Amendment excessive force claims in cases which involve more than
    handcuffing. 5 As a result, we conclude Rodella’s challenge to the sufficiency of
    the evidence underlying his conviction for violating 
    18 U.S.C. § 242
     is without
    merit.
    Failure to instruct on de minimis injury “requirement”
    In his second issue on appeal, Rodella contends, again citing Cortez, that
    the district court violated his Fifth and Sixth Amendment right to a jury
    determination on every essential element by failing to instruct the jury that, in
    order to convict him on the government’s excessive force theory, it had to find
    that Tafoya suffered more than de minimis physical or emotional injury.
    Generally speaking, “we consider the refusal to give a requested jury
    5
    We also note, in any event, that the evidence presented by the
    government at trial, most notably Tafoya’s own testimony and that of his friend,
    Renee Dominguez, was more than sufficient to allow the jury to find that Tafoya
    suffered significant emotional trauma as a result of Rodella’s conduct in arresting
    him.
    19
    instruction under the abuse-of-discretion standard.” United States v. Kupfer, 
    792 F.3d 1226
    , 1229 (10th Cir. 2015). “In order to assess whether the court properly
    exercised its discretion, we review the jury instructions de novo to determine
    whether, as a whole, they accurately state the governing law and provide the jury
    with an accurate understanding of the relevant legal standards and factual issues
    in the case.” United States v. Faust, 
    795 F.3d 1243
    , 1251 (10th Cir. 2015)
    (internal quotation marks omitted).
    The parties dispute whether Rodella preserved this argument by sufficiently
    arguing it before the district court. It is unnecessary for us to resolve this dispute
    because, even assuming that Rodella properly preserved the argument, there is no
    merit to it. As discussed above, there is no de minimis injury requirement for
    Fourth Amendment excessive force claims that involve more than mere
    handcuffing. Consequently, we conclude the district court did not abuse its
    discretion in refusing to instruct the jury otherwise.
    Admission of evidence of other incidents involving Rodella
    In his third issue on appeal, Rodella argues that the district court erred in
    admitting evidence of his involvement in three other incidents pursuant to Fed. R.
    Evid. 404(b). We review a district court’s decision to admit evidence under Rule
    404(b) for an abuse of discretion. United States v. Nance, 
    767 F.3d 1037
    , 1042
    (10th Cir. 2014). Under this standard, we will not reverse unless the district
    court’s decision exceeded the bounds of permissible choice in the circumstances
    20
    or was arbitrary, capricious or whimsical. 
    Id.
    Rule 404(b)(1) states that “[e]vidence of a crime, wrong, or other act is not
    admissible to prove a person’s character in order to show that on a particular
    occasion the person acted in accordance with the character.” Fed. R. Evid.
    404(b)(1). Rule 404(b)(2), however, states that “[t]his evidence may be
    admissible for another purpose, such as proving motive, opportunity, intent,
    preparation, plan, knowledge, identity, absence of mistake, or lack of accident.”
    Fed. R. Evid. 404(b)(2).
    a) The three other incidents
    The following is a brief description of the three other incidents:
    1) The Maes incident. One night in January 2014, Yvette Maes, a resident
    of Alcalde, New Mexico, was driving her car in a rural area of Rio Arriba County.
    Maes turned onto the Chamita main road and, in doing so, noticed only headlights
    in the distance. Soon thereafter, however, a large vehicle approached her from
    behind at a high rate of speed and eventually closed to within six feet of Maes’
    sedan, causing Maes to have to adjust her rearview mirror as a result of the
    vehicle’s headlights. Maes, who had been driving at the 45 mile-per-hour speed
    limit, slowed down to approximately 35 miles per hour in order allow the vehicle
    to pass. The vehicle continued to tailgate Maes for approximately five minutes or
    longer before ultimately passing her. Maes, upset at what had occurred, flashed
    her high beams at the vehicle in retaliation. As soon as Maes did so, the top
    21
    lights on the passing vehicle came on. Maes, aware for the first time that the
    vehicle belonged to a law enforcement officer, stopped her vehicle and began
    gathering her driver’s license, registration and insurance identification card.
    The driver of the vehicle, Rodella, got out and approached Maes’ vehicle
    on foot. When he arrived at Maes’ vehicle, Rodella did not ask her for her license
    or papers. Instead, he asked her “what the hell did [she] think [she] was doing?”
    Aplee. Supp. App., Vol. VI at 1336. Rodella was visibly upset and swore at
    Maes. Maes, who was mad because she believed that Rodella’s driving behavior
    had endangered her life and that of her daughter, who was riding with her,
    answered him by saying, “I could ask you the same by your behavior of tailgating
    me.” 
    Id.
     Rodella “responded that [Maes] didn’t know what he was doing, if he
    was on an emergency call, or on his way to an emergency.” 
    Id.
     Maes in turn
    stated, “Yeah, right, I do not know. You didn’t have your emergency lights on.
    How was I to know?” 
    Id.
     Rodella said, “Did you know that flashing your
    headlights at anyone is a form of road rage.” 
    Id. at 1337
    . Maes responded, “Yes,
    as tailgating is also.” 
    Id.
     Rodella told Maes “that the appropriate thing for [her]
    to have done, when someone was tailing [her] that way, is to pull over to the side
    of the road.” 
    Id.
     Maes responded, “Yes, that may be true, but not in the dead of
    night, not when two women [are] traveling on the road, not when you don’t
    recognize who is tailgating you at such a close distance. I didn’t feel that it was
    safe for me to pull over to the side of the road.” 
    Id.
     Rodella said, “So what do
    22
    you think, I should take you to jail?” 
    Id.
     Maes told Rodella that “if he felt that
    that was the appropriate thing to do, then he needed to do what was right.” 
    Id.
    Rodella responded by turning around, walking back to his vehicle, and driving
    away.
    2) The Ledesma incident.
    On March 20, 2013, Jacob Ledesma, a resident of Las Cruces, New Mexico,
    was driving on State Road 84, a two-lane road that runs through Rio Arriba
    County, with his wife and teenage son en route to Colorado. Ledesma was
    traveling behind two other vehicles when he observed ahead in the distance a
    brown, unmarked sport-utility vehicle (SUV) parked by the side of the road. The
    SUV abruptly pulled out in front of the three vehicles, forcing all of them to
    dramatically lower their speed. Ledesma, noting that he was in a designated
    passing zone and that there was no oncoming traffic, responded by passing the
    SUV and the two vehicles that had been in front of him. As soon as Ledesma
    pulled in front of the SUV, however, the driver of the SUV turned on the SUV’s
    headlights and strobe lights, which were located within the headlights. Ledesma,
    not knowing who was driving the SUV, was unsure whether to stop. At the
    recommendation of his wife, however, Ledesma decided to pull over to the side of
    the road. The SUV responded by pulling over behind Ledesma’s vehicle.
    The driver of the SUV, defendant Rodella, who was wearing a black shirt
    and blue jeans, got out of the SUV, walked up to Ledesma’s vehicle, and asked
    23
    Ledesma, “Do you know why I pulled you over?” 
    Id. at 1368
    . Ledesma
    responded, “I don’t even know who you are.” 
    Id.
     Rodella, visibly upset by
    Ledesma’s response, pulled out his wallet and showed Ledesma his driver’s
    license. Ledesma responded, “Well, I have one of those, too, but I still don’t
    know who you are.” 
    Id.
     Rodella reached into his pocket, pulled out his badge
    and threw it at Ledesma. The badge hit the rearview mirror and was caught by
    Ledesma. After examining the badge, Ledesma said to Rodella, “Okay, why did
    you pull me over?” 
    Id. at 1369
    . Rodella said, in an elevated voice, “I pulled you
    over because you passed in a no passing zone.” 
    Id.
     Ledesma denied having done
    so and suggested that they drive back and look at the area where he had passed
    Rodella’s SUV. Rodella refused to do so and instead asked for Ledesma’s
    driver’s license, registration, and proof of insurance. According to Ledesma,
    Rodella ripped the documents out of his hands and returned to the SUV, where he
    stayed for approximately 15 to 20 minutes. Ultimately, two sheriff’s deputies
    arrived in a marked vehicle and Rodella left. The deputies issued Ledesma two
    citations: one for passing in a no passing zone and a second one for not having
    signed his vehicle registration form. Ledesma tried to reason with the deputies,
    but one said, “He’s my boss. I have to do it [give you a citation].” 
    Id. at 1374
    .
    Ledesma subsequently returned to the area where he received the citations and
    confirmed that he had, in fact, passed in a legal passing zone. When Ledesma
    returned home, he sent an email to Rodella and the Rio Arriba County
    24
    Commissioners explaining his side of the story. Ledesma, however, never
    received a response. The citations against Ledesma were ultimately dismissed in
    return for Ledesma agreeing to pay the court costs.
    3) The Gonzales incident.
    In August 2013, New Mexico resident Lisa Gonzales and her husband were
    driving on Highway 84 near Tierra Amarilla in Rio Arriba County. As they were
    heading up a hill, a dark blue, unmarked Ford truck came up on them from behind
    driving very fast. The truck pulled within approximately a car length of and
    began tailgating the Gonzaleses’ vehicle. As the Gonzaleses continued to drive
    up the hill, they came upon a truck and attached camper-trailer that was slowing
    down to turn left. Mr. Gonzales, who was driving, slowed down in response. The
    Ford truck continued to tailgate him. As soon as the truck and camper pulled off
    of the highway in front of him, Mr. Gonzales sped up to get away from the Ford
    truck. Almost immediately, the Gonzaleses became aware of lights flashing on
    the Ford truck. Mr. Gonzales slowed down and put his right blinker on to signal
    his intent to pull over. However, due to the highway conditions, there was
    nowhere to pull over immediately. Looking ahead of him, Mr. Gonzales spotted a
    driveway and planned to pull in there. Before he could do so, however, the Ford
    truck entered the passing lane and pulled even with the Gonzaleses’ vehicle. The
    driver of the Ford truck, defendant Rodella, pointed at the Gonzaleses in a
    threatening manner and yelled out the passenger side window of the truck, “Pull
    25
    the fuck over. Now.” 
    Id. at 1429
    . Mr. Gonzales pulled into the driveway that he
    had located and the Ford truck pulled in immediately in front of him, blocking the
    Gonzaleses’ vehicle.
    Rodella, who was wearing blue jeans, a blue button-down shirt, a
    lightweight jacket and a black cowboy hat, got out of his truck and walked to the
    Gonzaleses’ vehicle. Rodella asked, “Why didn’t you pull over immediately
    when I told you to?” 
    Id. at 1432
    . Mr. Gonzales said, “We were trying to find –
    you know, we saw there was a place to pull over.” 
    Id.
     Rodella said, in an
    aggressive manner, “You don’t speed in my county. Who do you think has to
    clean up the carnage?” 
    Id.
     Mr. Gonzales gave his registration and insurance
    papers to Rodella, who took them with him back to his truck. While waiting for
    Rodella to return, the Gonzaleses decided “to keep [their] mouth[s] shut” and act
    politely. 
    Id. at 1433
    . When Rodella returned to the Gonzaleses’ vehicle, Mr.
    Gonzales began responding to Rodella with the phrase, “Yes, sir.” 
    Id. at 1434
    .
    According to Lisa Gonzales, this resulted in a noticeable change in Rodella’s
    demeanor. Ultimately, Rodella returned the papers to Mr. Gonzales and stated, “I
    don’t want to catch you speeding through my county again.” 
    Id. at 1435
    .
    According to Lisa Gonzales, she and her husband sat in their car for
    approximately five minutes after the encounter because “[they] were shaken up.”
    
    Id. at 1436
    .
    26
    b) The district court’s decision to admit the evidence
    Prior to trial, the government filed a motion in limine, as well as an
    amended motion in limine, seeking to introduce evidence of these three incidents
    pursuant to Rule 404(b) in order “to show motive, intent, plan, knowledge,
    absence of mistake, and lack of accident.” Aplt. App., Vol. 1 at 30. More
    specifically, the government asserted that these other incidents: (a) “show[ed]
    Defendant’s motive and intent in pursuing [Tafoya], which was to express his
    road rage and to punish any disrespect he perceived from citizens of Rio Arriba
    County,” id.; (b) “show[ed] that Defendant ha[d] a plan to compel citizens to
    submit to his authority,” and that “[h]is plan [wa]s to drive in a threatening and
    provocative manner towards other motorists, . . . and if he succeed[ed] in
    provoking any disrespectful act . . . he w[ould] force the motorist to submit
    through a display of his authority,” 
    id. at 31
    ; (c) “show[ed] that Defendant knew
    that he was expressing road rage toward [Tafoya] and knew that [Tafoya] did not
    know that Defendant was actually the sheriff,” id.; and (d) “show[ed] absence of
    mistake and lack of accident,” 
    id.
    On the eve of trial, the district court issued a memorandum opinion and
    order granting the government’s motion in limine and amended motion in limine.
    In doing so, the district court, applying the factors outlined in Huddleston v.
    United States, 
    485 U.S. 681
     (1988), concluded that the government “ha[d]
    established proper purposes for its 404(b) evidence.” Aplt. App., Vol. 1 at 131.
    27
    The district court further concluded that “the evidence [wa]s relevant,” 
    id.
    because “the similarities between the prior incidents and the charged crime
    create[d] a tendency that ma[de] the likelihood that Rodella acted willfully more
    probable than if evidence of the prior incidents were excluded,” id. at 134-135.
    In other words, the district court stated, “[t]he [government] is tasked with
    proving the high burden of willfulness, and evidence of these three prior incidents
    is probative to proving willfulness, if used for the proper purposes of showing
    motive, intent, plan, absence of mistake, and lack of accident.” Id. at 137
    (internal citation omitted). To reduce the likelihood of unfair prejudice, the
    district court directed the government, during closing arguments, “to state with
    particularity the proper purposes for which the jury may consider the evidence of
    the three prior incidents to ensure that the jury d[id] not use the evidence for an
    improper purpose.” Id. at 131. Finally, the district court concluded that “the risk
    of potential unfair prejudice d[id] not substantially outweigh the probative value
    of the evidence.” Id.
    At trial, the government presented testimony from Yvette Maes, Jacob
    Ledesma, and Lisa Gonzales regarding these three incidents. The government
    also, during its initial closing argument, called the jury’s attention to Jury
    Instruction No. 7, which discussed the purpose of testimony from Maes, Ledesma,
    and Gonzales. In doing so, government counsel stated, “You may consider that
    evidence only as it bears on Mr. Rodella’s motive, intent, plan, knowledge,
    28
    absence of mistake, or accident, and for no other purpose.” Aplee. Supp. App.,
    Vol. VIII at 1841.
    c) Analysis
    “To determine whether Rule 404(b) evidence was properly admitted we
    look to the four-part test set out” in Huddleston. United States v. Watson, 
    766 F.3d 1219
    , 1236 (10th Cir. 2014) (internal quotation marks omitted). The
    Huddleston test requires, for admissibility, that:
    (1) the evidence was offered for a proper purpose under [Rule]
    404(b); (2) the evidence was relevant under [Rule] 401; (3) the
    probative value of the evidence was not substantially outweighed by
    its potential for unfair prejudice under [Rule] 403; and (4) the district
    court, upon request, instructed the jury pursuant to [Rule] 105 to
    consider the evidence only for the purpose for which it was admitted.
    
    Id.
     (quoting United States v. Becker, 
    230 F.3d 1224
    , 1232 (10th Cir. 2000)).
    Rodella argues on appeal that the evidence of the other three incidents “was
    not relevant to any disputed issue except willfulness, and it was relevant to
    willfulness only through forbidden propensity inferences.” Aplt. Br. at 35. More
    specifically, Rodella argues that the link “between the three other incidents and
    [his] motive and intent during the Tafoya incident depended on [him] ‘acting in
    conformity with an alleged character trait.’” Id. at 37 (quoting United States v.
    Commanche, 
    577 F.3d 1261
    , 1267 (10th Cir. 2009)). In short, Rodella argues,
    “[t]he other incidents . . . show that he has a propensity for road rage and for
    acting aggressively when shown disrespect.” 
    Id.
    29
    We recognize, as have other courts, that “other-act evidence is usually
    capable of being used for multiple purposes, one of which is propensity.” United
    States v. Gomez, 
    763 F.3d 845
    , 855 (7th Cir. 2014). What Rule 404(b) prohibits
    is the admission of evidence that “require[s] a jury to first draw the forbidden
    general inference of bad character or criminal disposition.” United States v.
    Moran, 
    503 F.3d 1135
    , 1145 (10th Cir. 2007) (emphasis added). In other words,
    Rule 404(b) is concerned “with the chain of reasoning that supports the non-
    propensity purpose for admitting the evidence,” and it “allows the use of other-act
    evidence only when its admission is supported by some propensity-free chain of
    reasoning.” Gomez, 763 F.3d at 856. “This is not to say that other-act evidence
    must be excluded whenever a propensity inference can be drawn; rather, Rule
    404(b) excludes the evidence if its relevance to ‘another purpose’ is established
    only through the forbidden propensity inference.” Id. Thus, “when other-act
    evidence is admitted for a proper purpose and is relevant, it may be admissible
    even though it has the potential impermissible side effect of allowing the jury to
    infer criminal propensity.” Moran, 
    503 F.3d at 1145
     (internal quotation marks
    omitted).
    In this case, the government sought admission of evidence of the other
    three similar acts to assist in proving willfulness, which was an essential element
    of the 
    18 U.S.C. § 242
     charge. As the district court described that element to the
    jury, the government was required to establish that “Rodella acted willfully, that
    30
    is, . . . Rodella acted with a bad purpose intending to deprive . . . Tafoya of” his
    right to be free from excessive force and unlawful arrest. Aplt. App., Vol. 1 at
    193 (Instruction No. 12). Rodella’s involvement in the other three acts, the
    government alleged, established that (a) “Rodella’s motive and intent for pursuing
    . . . Tafoya was to express his road rage, punish disrespect, and force . . . Tafoya
    to submit to his authority and not to enforce any traffic law,” (b) “Rodella had a
    plan to drive in a threatening manner towards other motorists, and if he succeeded
    in provoking any disrespectful act, force the motorist to submit through a display
    of his authority,” and (c) “Rodella did not make a mistake or accidentally forget
    that his identity was not apparent to all motorists when he pursued . . . Tafoya in
    a private Jeep.” 
    Id. at 188
     (Instruction No. 7).
    The jury most certainly could have inferred, in considering the evidence of
    Rodella’s involvement in the other three incidents, that he possessed certain
    character traits, for example, anger issues and a need to exercise power over
    others. But the important point is that the jury was not required to make any such
    inferences in order to also infer that Rodella purposely had his son drive in a
    threatening manner in order to provoke Tafoya into a disrespectful act, that
    Tafoya purposely intended to force Tafoya to submit to his authority and not to
    enforce any traffic law, and that Rodella knew that his identity as a law
    enforcement officer was not readily apparent to Tafoya until the very end of the
    encounter. These inferences would reasonably have “rest[ed] on a logic of
    31
    improbability that recognizes that a prior act involving the same knowledge
    decreases the likelihood that the defendant lacked the requisite knowledge in
    committing the charged offense.” Moran, 
    503 F.3d at 1145
    ; see United States v.
    Queen, 
    132 F.3d 991
    , 996 (4th Cir. 1997) (noting that the prior doing of other
    similar acts is relevant in terms of “reducing the possibility that the act in
    question was done with innocent intent”). We therefore reject Rodella’s argument
    that the other-act evidence required the jury to make propensity-based inferences
    in order to find the element of willfulness.
    Rodella also argues that the other-act evidence should have been excluded
    by the district court under Rule 403 because it “was extraordinarily prejudicial,”
    Aplt. Br. at 40, yet “had little probative value,” id. at 42. For the reasons
    discussed above, however, we conclude that the other-act evidence had significant
    probative value. As a result, that leaves only the question of whether its
    probative value outweighed its potential for unfair prejudice. “Unfair prejudice in
    the Rule 403 context ‘means an undue tendency to suggest decision on an
    improper basis, commonly, though not necessarily, an emotional one.’” United
    States v. Tan, 
    254 F.3d 1204
    , 1211 (10th Cir. 2001) (quoting Fed. R. Evid. 403
    advisory committee’s note). Although Rodella refers generally to the concept of
    unfair prejudice in his appellate brief, he fails to specifically identify what type of
    unfair prejudice may have resulted in his case from admission of the other-act
    evidence. At most, he asserts that the government “elicited unnecessary details
    32
    from the [other-act] witnesses — including about how they felt when Rodella
    accosted them.” Aplt. Br. at 41. To the extent Rodella is implying that this
    testimony would have caused the jury to find him guilty on the basis of its
    emotions or to punish Rodella for his involvement in the other acts, the fact of the
    matter is that Rodella’s conduct towards Tafoya was more severe than his conduct
    towards the drivers involved in the other three incidents. As a result, we are not
    persuaded that the admission of the other-act evidence posed a risk of the jury
    deciding the case on an improper basis.
    We also note that any risk of the jury utilizing the other-act evidence in an
    improper manner was reduced by the limiting instruction given by the district
    court. That instruction informed the jury that the other-act evidence could be
    “consider[ed] . . . only as it b[ore] on . . . Rodella’s motive, intent, plan,
    knowledge, absence of mistake or accident, and for no other purpose.” Aplt.
    App., Vol. 1 at 188 (Instruction No. 7). It also emphasized to the jury that “the
    fact that . . . Rodella may have previously committed an act similar to the one
    charged in th[e] case d[id] not mean that [he] necessarily committed the act
    charged in the case.” 
    Id.
    For all of these reasons, we conclude that the district court did not abuse its
    discretion in admitting the other-act evidence, under Rule 404(b).
    Prosecutorial misconduct
    In connection with his challenge to the admission of the other-act evidence,
    33
    Rodella also complains that the prosecution cited the other-act evidence during its
    closing arguments to show propensity and for other impermissible purposes.
    Aplt. Br. at 45. Because this is a separate legal issue, i.e., an allegation of
    prosecutorial misconduct, its analysis is entirely distinct from the question of
    whether the other-act evidence was properly admitted by the district court.
    “We analyze whether a statement constitutes prosecutorial misconduct
    using a two-step process.” United States v. Fleming, 
    667 F.3d 1098
    , 1103 (10th
    Cir. 2011). “First, we determine whether ‘the prosecutor’s statements were
    improper.’” 
    Id.
     (quoting United States v. Irvin, 
    656 F.3d 1151
    , 1171 (10th Cir.
    2011)). “Second, we determine whether the prosecutor’s improper statements
    were harmless beyond a reasonable doubt.” 
    Id.
     (internal quotation marks
    omitted). “The Government generally bears the burden of proving that an
    improper statement is harmless beyond a reasonable doubt.” 
    Id.
     “But when a
    defendant fails to object to an allegedly improper statement during trial, we
    review only for plain error and it is the defendant rather than the Government who
    bears the burden of persuasion with respect to prejudice.” 
    Id.
     (internal quotation
    marks omitted).
    Rodella points to eight specific statements made by the prosecution during
    closing arguments. We address them in turn.
    1) At the outset of its closing, the government described Rodella as “a man
    who lets his distorted ego lead to aggression he cannot control.” Aplt. App., Vol.
    34
    3 at 729. Rodella did not object to this statement. The government immediately
    followed this statement by referencing Yvette Maes’ testimony opining that
    “‘[t]his man’s ego is unbelievable.’” Id. at 730. The government then contrasted
    that with the personality and demeanor of Tafoya.
    We are not persuaded that this statement was improper because it was
    focused on contrasting the personalities and demeanors of Rodella and Tafoya. It
    was not, as alleged by Rodella, aimed at asking the jury to draw conclusions
    about Rodella’s propensity based on the 404(b) evidence. And, in any event,
    Rodella has not established that he was prejudiced by this statement. Indeed, the
    statement was well-supported by the evidence regarding the Tafoya incident
    alone.
    2) In contrasting the personalities of Rodella and Tafoya, the government
    noted that Tafoya’s day-to-day work with disabled adults “takes a touch of
    gentleness” and “a boat load of patience.” Id. at 731. Rodella did not object to
    this statement. Quite clearly, these comments had nothing to do with the 404(b)
    evidence and thus were not improper.
    3) The government, in describing the incident with Tafoya, stated:
    And [Tafoya] saw an SUV in an area, at a distance where he knew it
    was safe for him to enter, because it’s 35 miles per hour. And as he
    got onto [Road] 399, that SUV he had seen, all of a sudden, bam, on
    his tail. Boy, is that familiar, considering what else you’ve heard.
    Id. at 732. Rodella contemporaneously objected to this statement, arguing that it
    35
    was “improper use of a 404(b).” Id. The district court responded by cautioning
    the government: “Be careful about comparing the incidents to this incident, and
    tie it to the willfulness.” Id.
    Even assuming that this statement was an improper use of the 404(b)
    evidence, the government has carried its burden of showing that it was not
    prejudicial to Rodella in light of the evidence against Rodella, the rest of the
    government’s closing remarks, and the limiting instruction given by the district
    court.
    4) The government, in describing the training Rodella had received from
    Brian Coss, an instructor with the New Mexico Department of Public Safety’s
    Law Enforcement Academy, stated: “[Coss] also taught [Rodella], you’re never to
    pull alongside a car in a pursuit. Do you remember – we’ll get to Ms. Lisa
    Gonzales in a moment.” Id. at 744. Rodella did not object to this statement.
    We conclude this statement was proper because it was effectively asking
    the jury to find that (a) Rodella had, in the course of the Gonzales incident,
    knowingly ignored the training he had received, and (b) that Rodella likewise
    willfully disregarded his training in the course of pursuing and arresting Tafoya.
    It was not, contrary to Rodella’s argument, asking the jury to draw inferences
    regarding his character or propensity for bad behavior or criminal conduct.
    5) In its rebuttal argument, the government said “What about the
    defendant’s other victims?” Id. at 773. The government then proceeded to
    36
    describe each of the other three incidents. Rodella did not object to this
    statement.
    We conclude this statement was proper because it was intended as a lead-in
    to the government’s description of the other three incidents. The government’s
    following explanation of those incidents was offered to establish that Rodella
    acted with motive, intent, knowledge or absence of mistake or accident.
    6) In describing the Gonzales incident during rebuttal, the government
    stated: “And then [Rodella]’s wearing a cowboy hat, a black cowboy hat –
    suitable, by the way, should have been black – and he puts his head in the window
    [of the Gonzales’ car].” Id. at 777. Rodella did not object to this statement.
    Although we agree with Rodella that the statement “should have been
    black” was improper, we conclude that Rodella has failed to establish that he was
    prejudiced by this statement.
    7) The government, while describing the Gonzales incident, stated: “And do
    you remember I asked [Lisa Gonzales] to enact the way [Rodella] spoke. She
    couldn’t do it. She was all choked up. That happened August 2013, more than a
    year ago, and it still upsets her.” Id. Rodella did not object to this statement.
    Presumably, this statement was intended to persuade the jury to infer that
    Tafoya experienced emotional trauma at the hands of Rodella by emphasizing that
    Lisa Gonzales experienced emotional trauma as the result of a less-severe
    roadside encounter with Rodella. To the extent this was improper, we conclude
    37
    that Rodella was not prejudiced by it. That is because the government’s evidence
    was more than sufficient to directly establish that Tafoya experienced emotional
    trauma from the incident with Rodella.
    8) Near the end of its rebuttal, the government stated:
    So when you’re thinking about Michael Tafoya, I’m
    going to ask you to think about Yvette Maes, and think
    about Lisa Gonzales. It’s been months and months, a
    year to Lisa Gonzales. And a gun wasn’t pointed at
    their heads. How do you think Michael Tafoya felt?
    Lisa Gonzales and her husband were so upset after that,
    they had to sit in their car for five minutes, if you
    remember, before they could even continue on their
    drive home.
    He [Rodella] said he’s not concerned about the
    community. That’s his mindset. Not concerned about
    Maes, her daughter; Mr. Ledesma, his family; Lisa
    Gonzales; certainly not Michael Tafoya, willing to put a
    gun to his head to satisfy his ego. His ego trumps all.
    And this time it has caught up to him.
    Id. at 777-78. Tafoya did not object to these statements.
    These statements presumably were intended to ask the jury to infer, based
    upon the totality of the incidents, that Rodella acted willfully in violating
    Tafoya’s constitutional rights. As a result, they were proper.
    Of the eight specific assertions of prosecutorial misconduct, Rodella
    objected to only one. Of the seven where no objection was made, Rodella has not
    carried his burden to establish these closing argument statements resulted in plain
    error. Regarding the one statement which drew an objection from the defense, the
    38
    district court quickly placed the import of that statement in proper context.
    Further, the court’s inclusion of a limiting instruction as well only adds to our
    conclusion that even if the statement was improper, it was harmless beyond a
    reasonable doubt.
    Admission of evidence of training materials
    Rodella argues that the district court erred in admitting evidence of the
    official training he received regarding the pursuit of suspect’s vehicles. “We
    review a district court’s decision to admit or exclude evidence for abuse of
    discretion.” 6 United States v. Lozado, 
    776 F.3d 1119
    , 1124 (10th Cir. 2015).
    As previously noted, the government presented testimony from Brian Coss,
    an instructor who worked for the New Mexico Department of Public Safety’s Law
    Enforcement Academy. Coss testified that in October of 2010, he taught an
    “Emergency Vehicle Operator Course,” including a presentation on pursuits, that
    Rodella attended. Aplee. Supp. App., Vol. VI at 1292. Coss explained that
    pursuit of a suspect vehicle is one of the more dangerous activities that law
    enforcement officers can engage in. He also explained that among law
    6
    The government contends that Rodella failed to make this argument
    below, and instead argued only that the government should be prohibited from
    introducing evidence of the Rio Arriba County Sheriff’s Office’s standard
    operating procedures for pursuing vehicles. A review of the trial transcript,
    however, suggests that defense counsel did, in fact, object to introduction of the
    instructional materials that Rodella received regarding pursuit of vehicles. See
    Aplee. Supp. App., Vol. VI at 1291. Consequently, we will treat the issue as
    properly preserved.
    39
    enforcement officials, the word “pursuit” is a term of art that requires the use of
    authorized emergency vehicles and “would include some type of visible lights in
    the front, visible lights coming out the back, and then some type of . . . auditory
    signal, such as a siren.” 
    Id. at 1302
    . Coss then explained some of the principles
    of pursuit he taught during that course, including not to pull in front of or
    alongside a suspect vehicle, and to maintain a large cushion of space, including a
    minimum of five to seven car lengths, between the patrol car and the suspect
    vehicle.
    Rodella argues that this evidence “had no bearing on whether [he] intended
    to arrest Tafoya without probable cause or to use excessive force during the
    arrest, and its unfair prejudicial impact substantially outweighed its nonexistent
    probative value.” Aplt. Br. at 52. We conclude, however, that this evidence was
    relevant to show that Rodella knew that his pursuit of Tafoya was unlawful for a
    number of reasons (including that he was in an unmarked vehicle without any
    emergency lights and was following closely behind Tafoya’s vehicle rather than
    maintaining a safe distance) and that he actually provoked Tafoya into
    committing a series of traffic violations. We also conclude that this evidence was
    thus relevant to show that Rodella acted willfully in unlawfully arresting Tafoya
    and subjecting him to excessive force. Lastly, we note that the district court gave
    the jury a specific instruction “regarding the training . . . Rodella personally
    received,” and informed them that they could use the evidence “only to determine
    40
    whether . . . Rodella acted willfully . . . to violate a right protected by the
    Constitution of the United States.” Aplt. App., Vol. 1 at 226.
    For these reasons, we conclude that the district court did not abuse its
    discretion in admitting evidence of the training that Rodella received.
    Cumulative error
    In his final issue on appeal, Rodella argues that the cumulative effect of the
    district court’s errors rendered his trial fundamentally unfair. “The purpose of
    cumulative error analysis is to address whether the cumulative effect of two or
    more individually harmless errors has the potential to prejudice a defendant to the
    same extent as a single reversible error.” United States v. Rogers, 
    556 F.3d 1130
    ,
    1144 (10th Cir. 2009) (internal quotation marks omitted).
    The only possible errors we identified were those involving the
    government’s references, during closing arguments, to the other-act evidence. To
    the extent that more than one such error occurred, we conclude that their
    cumulative effect was harmless. As noted, the evidence of Rodella’s guilt was
    overwhelming, and it is thus extremely doubtful that, even absent any improper
    closing remarks, the outcome of the trial would have been different.
    III
    For the foregoing reasons, we AFFIRM the district court’s judgment of
    conviction.
    41