United States v. Howard ( 2023 )


Menu:
  •           United States Court of Appeals
    For the First Circuit
    No. 22-1111
    UNITED STATES OF AMERICA,
    Appellee,
    v.
    YOLANDA HOWARD,
    Defendant, Appellant.
    APPEAL FROM THE UNITED STATES DISTRICT COURT
    FOR THE DISTRICT OF MAINE
    [Hon. George Z. Singal, U.S. District Judge]
    Before
    Kayatta, Gelpí, and Montecalvo,
    Circuit Judges.
    Robert C. Andrews for appellant.
    Brian S. Kleinbord, Assistant United States Attorney, with
    whom Darcie N. McElwee, United States Attorney, was on brief for
    appellee.
    April 19, 2023
    GELPÍ,   Circuit    Judge.       Defendant-Appellant        Yolanda
    Howard ("Howard") was a passenger in a single-vehicle car crash on
    the Maine Turnpike.        Maine State Police Troopers responded and
    became     suspicious   that   the    vehicle     or    its   occupants    were
    transporting drugs.        After a search of Howard's bag revealed
    suspected     narcotics,   troopers      placed   her    under    arrest    for
    possession with intent to distribute a controlled substance, in
    violation    of   
    21 U.S.C. § 841
    (a)(1).       Following      the   district
    court's denial of Howard's motion to suppress the drug evidence,
    she pled guilty.        Because we conclude that Howard's initial
    encounter with police was not a traffic stop, that any subsequent
    seizure of Howard -- if one occurred at all -- was supported by
    reasonable suspicion, and that she voluntarily consented to the
    search of her bag, we affirm.
    I. Background
    A. Facts
    When reviewing the denial of a motion to suppress, "we
    take the facts from the district court's decision and from the
    suppression hearing, presenting them in the light most compatible
    with the district court's ruling."            United States v. Dion, 
    859 F.3d 114
    , 118 (1st Cir. 2017).
    - 2 -
    At approximately 7:01 a.m.1 on February 28, 2019, Maine
    State Police Trooper Lee Vanadestine ("Trooper Vanadestine") was
    working a patrol shift on the Maine Turnpike.                While traveling
    northbound, he observed that a vehicle -- approximately 100 feet
    off the right side of the road -- had crashed into a snowbank and
    that four people were standing around it.          The crash site was miles
    away from the nearest exit or service plaza.             Trooper Vanadestine
    activated his emergency lights and pulled over to assess the scene
    and check whether anyone was hurt.              Around this same time, he
    radioed dispatch about the crash and requested a tow truck.              As he
    exited his vehicle, three individuals approached him, however, the
    fourth -- later identified as Howard -- walked through the snow in
    the opposite direction.
    After   speaking      with     the    three     individuals    that
    approached him, Trooper Vanadestine learned that one was a witness,
    who observed the vehicle go off the road, and that the other two
    (a male and a female), along with Howard, were occupants of the
    crashed vehicle.       Trooper Vanadestine determined that the female,
    Jacqueline Paulson ("Paulson"), was the driver of the crashed
    vehicle   and   that    the   male,   Beau    Cornish    ("Cornish"),    was   a
    1 Trooper Vanadestine testified that he approached the crash
    around 6:50 a.m., however, the video from his dashboard
    camera -- that he testified is dated and timed correctly -- begins
    at 7:01 a.m. We rely on the video's timing in our recitation of
    the facts and subsequent discussion.
    - 3 -
    passenger.       Based on his initial conversation with Paulson and
    Cornish, Trooper Vanadestine believed that their stories about
    where they were coming from and heading to were not lining up and
    observed that they were acting like they did not know one another.
    While Trooper Vanadestine spoke with Paulson and Cornish, Howard
    avoided the group, remaining approximately fifty feet away from
    Trooper Vanadestine.      She also never attempted to speak with him.
    Around 7:05 a.m., Howard, who was talking on her phone, walked
    into the roadway at least twice in what Trooper Vanadestine
    believed was an attempt to read the road signs.         He instructed her
    to stay out of the roadway for her own safety.
    At    approximately   7:06 a.m.,     Trooper   Anthony     Keim
    ("Trooper Keim") arrived on scene to assist Trooper Vanadestine.
    The two troopers questioned and checked the identifications of the
    vehicle's    occupants,    as   well   as   Paulson's   registration   and
    insurance information.       Cornish told Trooper Vanadestine during
    their initial conversation that his name was Levi Veno but provided
    no identification.        Around 7:07 a.m., the troopers spoke with
    Paulson, who produced a Maine driver's license but was unable to
    provide registration or insurance information for the vehicle.
    Paulson told the troopers that the group was on a trip, that she
    knew the passengers, that the female was her friend, and that the
    male's name was Levi.       At around 7:08 a.m., Trooper Keim spoke
    with Howard, who produced a New York identification card and told
    - 4 -
    him that the group was traveling from New York.                     She identified
    the   driver    of    the    vehicle      as   Casey   and     could   not   provide
    information about the male passenger other than telling Trooper
    Keim that he was the driver's boyfriend.
    While    Trooper      Keim       spoke    with     Howard,     Trooper
    Vanadestine contacted Maine State Police Sergeant Thomas Pappas
    ("Sergeant Pappas") to inform him that he suspected the vehicle or
    its occupants carried drugs.           During the call, Trooper Vanadestine
    explained that the occupants appeared to not know one another,
    where they were going, or where they were coming from.                       Trooper
    Keim approached Trooper Vanadestine while he was on the phone and
    expressed the same concern about the occupants not knowing one
    another.      Trooper Vanadestine explained to Sergeant Pappas that
    the occupants claimed that they went to New York to pick up Howard,
    who had walked away in the snow when Trooper Vanadestine arrived
    and   would    not    go    near   him.        After   the   call   concluded,   at
    approximately 7:11 a.m., Trooper Keim ran the name Levi Veno and
    came back with a photograph and description that did not match the
    male passenger.        Around 7:13 a.m., Trooper Keim confronted the
    male passenger, obtained his true name -- Beau Cornish -- and
    learned that Cornish potentially had warrants out for his arrest.
    At 7:14 a.m., Trooper Keim arrested Cornish, placed him in the
    front seat of his cruiser, and, at 7:20 a.m., confirmed that
    Cornish had outstanding warrants. During this same period of time,
    - 5 -
    Trooper Vanadestine observed Howard and Paulson standing together,
    talking, and trading cell phones back and forth.
    Around 7:23 a.m., Trooper Vanadestine allowed Paulson to
    sit in his cruiser to get warm while he interviewed her because it
    was eight degrees outside.       Before Paulson entered his cruiser,
    Trooper Vanadestine patted down her outer clothing to ensure that
    she did not have weapons.      By this time, the troopers were aware
    that   Howard   had   no   warrants    out   for   her   arrest.    Shortly
    thereafter, at 7:30 a.m., Trooper George Loder ("Trooper Loder")
    arrived at the scene.       Because it was cold and Trooper Keim and
    Trooper   Vanadestine's     cruisers    were   occupied    by   Cornish   and
    Paulson respectively, Trooper Keim asked Trooper Loder if Howard
    could sit in his cruiser to get warm.          Trooper Loder agreed.
    Unlike traditional police vehicles where the backseat is
    separated from the front seat by a cage or glass partition, the
    cruisers involved here are undivided.              Per Maine State Police
    policy, troopers transport individuals in the front passenger seat
    of their cruisers.     Anyone entering the front passenger seat area
    is patted down beforehand for officer safety, and individuals
    seated there may exit the cruiser through the front passenger side
    door, which has a functional interior handle.
    At 7:33 a.m., as Trooper Loder cleared out his front
    seat, Trooper Keim beckoned over Howard, who was on the phone, to
    sit in the cruiser.    At no point did the troopers tell Howard that
    - 6 -
    she had to get into the cruiser or that she was not free to leave.
    Trooper Keim testified that Howard appeared eager to get out of
    the cold.    Before allowing her to sit, Trooper Keim asked whether
    he needed to be concerned about anything in the cloth, open-top
    bag that she was carrying and asked that she hand it to him.                   She
    handed over the bag, and he placed it in the back seat of Trooper
    Loder's car.     Then, Trooper Loder conducted a limited pat down of
    her jacket pockets for safety purposes.               By 7:34 a.m., Howard was
    seated in the front passenger seat of Trooper Loder's cruiser.
    Around the same time that Howard entered the cruiser,
    Sergeant Pappas arrived and requested that Howard exit the vehicle
    so that a female trooper could conduct a full pat down.                According
    to Pappas, a full pat down is required before a person enters a
    cruiser, even if they are not suspected of committing a crime, to
    ensure officer safety.        Howard complied.           Around the time that
    Howard exited the cruiser -- at approximately 7:35 a.m. -- the tow
    truck that Trooper Vanadestine requested finally arrived.
    By   7:38 a.m.,        Trooper     Jodell    Wilkinson     ("Trooper
    Wilkinson"),     a   female   K9    officer,    had     arrived   on   scene   and
    conducted the more thorough pat down of Howard's outer clothing.
    At approximately the same time, Sergeant Pappas informed Trooper
    Loder that Howard's bag should not be searched without her consent.
    At 7:39 a.m., after Howard was patted down, Sergeant Pappas asked
    her if the items in the back seat of Trooper Loder's cruiser
    - 7 -
    belonged to her and if troopers could go through the items quickly.
    Before she could reply, he asked, "Mind if we search those items?"
    Howard responded, "huh?" and Sergeant Pappas again asked, "Do you
    mind?    Can   we    search   the   items?"   Howard   then   responded
    affirmatively.2     The district court found that Trooper Loder and
    Sergeant Pappas testified credibly that Howard said "yes" in
    response to Sergeant Pappas's question and both understood that
    she had consented to a search of her bag.
    Before the search began, Sergeant Pappas told Howard,
    who was standing unrestrained near Trooper Loder's cruiser, that
    she could sit inside.     Howard got back into the front passenger
    seat at 7:39 a.m.     Once inside, she sat facing the rear seat and
    talked with Trooper Loder as he searched her bag.       At 7:40 a.m.,
    Howard told Trooper Loder that she had someone who was willing to
    come pick her up and he responded, "We'll talk about that if we
    get to that point."    Around 7:44 a.m., Trooper Loder found what he
    believed to be bundles of narcotics inside Howard's bag.            He
    alerted Sergeant Pappas, asked Howard to step out of the cruiser,
    2Howard asserts that the exact words she used were, "I guess."
    However, the government claims that Howard replied, "Yes." The
    district court reviewed the audio recordings and found that,
    although they were not entirely clear, Howard's reply sounded
    closer to, "Yes, sir." We also reviewed the recordings and agree
    with the district court's finding.      Nevertheless, the precise
    language Howard used is inconsequential since Howard does not
    contend on appeal that she did not consent to the search of her
    bag, just that said consent was involuntary.
    - 8 -
    placed her under arrest and in handcuffs, and then returned her to
    the cruiser.
    B. Procedural History
    Howard      was    indicted    for    possession    with    intent   to
    distribute a mixture or substance containing fentanyl, cocaine,
    and cocaine base, in violation of 
    21 U.S.C. § 841
    (a)(1). She moved
    to suppress the controlled substance that served as the basis for
    her indictment, arguing that troopers obtained the evidence in
    violation of her Fourth Amendment rights.                The government opposed
    suppression,     and   the    district    court    conducted     an   evidentiary
    hearing where five troopers testified and the government submitted
    video evidence.        The district court ultimately denied Howard's
    motion, concluding that the troopers did not unlawfully prolong
    the   accident   investigation         because    they    possessed   reasonable
    articulable suspicion to request a drug sniff of the crashed
    vehicle and that Howard -- who was not in custody based on the
    totality of the circumstances -- voluntarily consented to the
    search of her bag.           Following the denial of her motion, Howard
    conditionally pled guilty, reserving her right to appeal the
    district court's suppression decision.
    II. Standard of Review
    We    review      factual   findings    in    the   district   court's
    suppression decision for clear error. United States v. Tiru-Plaza,
    
    766 F.3d 111
    , 114 (1st Cir. 2014).             "A clear error exists only if,
    - 9 -
    after considering all the evidence, we are left with a definite
    and firm conviction that a mistake has been made."              United States
    v. Ferreras, 
    192 F.3d 5
    , 9-10 (1st Cir. 1999).          Notably, "when two
    or more legitimate interpretations of the evidence exist, the
    factfinder's     choice   between    them     cannot   be     deemed   clearly
    erroneous."     United States v. Espinoza, 
    490 F.3d 41
    , 46 (1st Cir.
    2007).
    In    contrast,    we   review     the   district    court's   legal
    conclusions de novo.      Tiru-Plaza, 
    766 F.3d at 115
    .         Ultimately, we
    will affirm the district court's denial of the suppression motion
    "provided that any reasonable view of the evidence supports the
    decision," Ferreras, 
    192 F.3d at 10
    , and in doing so, "we are not
    wed to the district court's reasoning but, rather, may affirm its
    suppression rulings on any basis apparent in the record," United
    States v. Arnott, 
    758 F.3d 40
    , 43 (1st Cir. 2014).
    III. Discussion
    A. The Initial Encounter
    Before we reach the merits of Howard's argument that she
    was unlawfully detained, we find it necessary to outline some
    applicable Fourth Amendment principles.
    The    Fourth   Amendment    protects     against     "unreasonable
    searches and seizures."      U.S. Const. amend. IV.         A "seizure occurs
    when a police officer 'has in some way restrained the liberty of
    a citizen' through 'physical force or show of authority.'"               United
    - 10 -
    States v. Camacho, 
    661 F.3d 718
    , 725 (1st Cir. 2011) (quoting Terry
    v. Ohio, 
    392 U.S. 1
    , 19 n.16 (1968)).              Determining whether a
    seizure occurred is usually a fact specific inquiry, see, e.g.,
    United States v. Tanguay, 
    918 F.3d 1
    , 5-8 (1st Cir. 2019), however,
    the Supreme Court has established that a motor vehicle stop for a
    traffic violation constitutes a Fourth Amendment seizure, Delaware
    v. Prouse, 
    440 U.S. 648
    , 653 (1979).          When an unconstitutional
    seizure occurs, courts enforce the Fourth Amendment's proscription
    by excluding evidence obtained during said seizure.          Camacho, 
    661 F.3d at 724
     (explaining motions to suppress are premised upon the
    exclusionary rule).
    Howard assumes, without discussion, that a valid Fourth
    Amendment traffic stop occurred when troopers arrived on scene to
    investigate the accident and therefore asserts that the relevant
    inquiry here is whether troopers were justified in prolonging the
    traffic   stop   and   expanding   its   mission    to   investigate   drug
    trafficking per Rodriguez v. United States, 
    575 U.S. 348
     (2015).
    The district court used this analytical framework in deciding the
    motion to suppress, citing to Rodriguez and United States v. Orth,
    
    873 F.3d 349
     (1st Cir. 2017), both of which involved traffic stops.
    The government contends -- for the first time on appeal -- that
    Howard was not seized within the meaning of the Fourth Amendment
    when troopers responded to the crash because they did not conduct
    a traffic stop, and, in any event, the troopers were engaged in
    - 11 -
    community    caretaking.          Howard   left    the   government's     argument
    uncontradicted when she failed to file a reply brief.                Noting that
    "[w]e are not committed to the district court's reasoning" in
    affirming    the       motion     to   suppress,     see    United   States    v.
    Cabrera-Polo, 
    376 F.3d 29
    , 31 (1st Cir. 2004), we conclude based
    on the facts before us that the encounter was not a traffic stop.
    For    a    traffic    stop    to     have   taken   place,   Trooper
    Vanadestine would have had to seize the vehicle (pull it over) for
    a traffic infraction, but the record is clear that that did not
    take place here.        Cf. United States v. Harrington, 
    56 F.4th 195
    ,
    200 (1st Cir. 2022) (evaluating an investigatory police encounter
    with occupants of a vehicle as a Terry stop, as opposed to a
    traffic stop, where the automobile was already stopped and parked
    before police approached); Espinoza, 
    490 F.3d at 48-49
     (using Terry
    framework to evaluate whether agent approaching a vehicle amounted
    to a seizure where the agent "played no part in bringing the van
    to a halt").       Rather, while traveling the Maine Turnpike at the
    end of his shift, Trooper Vanadestine came upon a recently crashed
    vehicle, surmised that the occupants needed help, and pulled over
    to assist.     Because no traffic stop occurred here, we need not
    employ the Rodriguez framework utilized by the district court.
    But just because this was not a traditional traffic stop
    does not mean that a Terry stop -- a specific type of Fourth
    Amendment seizure -- did not occur when troopers arrived on scene.
    - 12 -
    We still must assess whether the circumstances rendered the initial
    encounter and questioning a seizure, and, if so, whether it was
    supported by the requisite level of suspicion or was otherwise
    permissible for a different reason, such as community caretaking.
    See United States v. Taylor, 
    511 F.3d 87
    , 91-92 (1st Cir. 2007)
    (evaluating whether a Terry stop resulted from police approaching
    a parked car); Espinoza, 
    490 F.3d at 48-49
     (same).
    The    Fourth   Amendment   does    not   prevent   "all   contact
    between the police and the citizenry," United States v. Mendenhall,
    
    446 U.S. 544
    , 553 (1980) (Stewart, J.), and no constitutional
    intrusion arises from police merely "approaching individuals on
    the street or in other public places and putting questions to them
    if they are willing to listen," United States v. Drayton, 
    536 U.S. 194
    , 200 (2002).    A Terry stop is "a brief detention that permits
    a police officer to . . . 'approach a person for purposes of
    investigating possibly criminal behavior even though there is no
    probable cause to make an arrest.'"          Harrington, 56 F.4th at 201
    (quoting Terry, 
    392 U.S. at 22
    ).      A Terry stop occurs "whenever a
    police officer accosts an individual and restrains his freedom to
    walk away."     Terry, 
    392 U.S. at 16
    .         Such restraint, for this
    purpose, might be achieved "by means of physical force or a show
    of authority."     See Mendenhall, 
    446 U.S. at 553
    ; California v.
    Hodari D., 
    499 U.S. 621
    , 626 (1991) (requiring submission to show
    of authority to effect a seizure); see also United States v.
    - 13 -
    Fields, 
    823 F.3d 20
    , 25 (1st Cir. 2016).          Thus, the relevant
    inquiry in deciding whether a seizure occurred is whether "in view
    of all of the circumstances surrounding the incident, a reasonable
    person would have believed that he [or she] was not free to leave."
    Mendenhall, 
    446 U.S. at 554
    ; see Fields, 
    823 F.3d at 25
    .     However,
    acknowledging that few people would ever feel truly free to walk
    away from police questioning, our inquiry into whether a seizure
    occurred -- which is highly fact        specific -- asks whether the
    "police   conduct,    viewed    from      the    totality   of   the
    circumstances, . . . objectively communicate[s] that the officer
    is exercising his or her official authority to restrain the
    individual's liberty of movement."      United States v. Cardoza, 
    129 F.3d 6
    , 16 (1st Cir. 1997).
    Turning back to the case before us, we conclude that,
    under the totality of the circumstances, the troopers' arrival on
    scene and initial accident response, which included speaking with
    the occupants about the crash and running identification checks,
    did not constitute a Terry stop.   It is worth noting at the outset
    that Howard's presence on the highway "was restricted by a factor
    independent of police conduct" given that she was a passenger in
    a crashed vehicle.    See Florida v. Bostick, 
    501 U.S. 429
    , 436
    (1991); United States v. Smith, 
    423 F.3d 25
    , 30 (1st Cir. 2005)
    ("[M]ere physical limitations on an individual's movement, not
    created by police, are insufficient to turn an encounter with
    - 14 -
    police into a restraint of liberty.")         The troopers did not put
    Howard on the highway or tell her that she could not leave.         Thus,
    her presence on the highway was not on its own a seizure.
    Nor   did   the   troopers'    actions   during   the   initial
    accident response transform the encounter into a Terry stop where
    the evidence demonstrates that a reasonable person would have felt
    "free to decline the officers' [help] or otherwise terminate the
    encounter," and Howard herself did so during the initial part of
    the encounter.    See Bostick, 
    501 U.S. at 436
    ; United States v.
    Angulo-Fernandez, 
    53 F.3d 1177
    , 1179 (10th Cir. 1995) (concluding
    that an officer stopping to assist defendant with a stalled car
    was not a stop because defendant "could have declined the officer's
    assistance"); see also United States v. Himes, 
    25 F. App'x 727
    ,
    730 (10th Cir. 2001) (unpublished opinion) ("[W]hen an officer
    stops to help a disabled vehicle, the encounter is, at least in
    the beginning, consensual.").       It is undisputed that while the
    other occupants approached Trooper Vanadestine when he arrived on
    scene, Howard distanced herself and made no effort to speak with
    him.   Significantly, the troopers did not demand that Howard speak
    with them or do anything to "convey a message that compliance with
    their [offer of assistance was] required."          Bostick, 
    501 U.S. at 429
    .   In fact, prior to asking for Howard's identification, the
    only interaction Howard had with Trooper Vanadestine was when he
    instructed her to stay out of the roadway, the Maine Turnpike, for
    - 15 -
    her own safety.      Given the limited nature of the trooper's command
    and Howard's ability to otherwise move about freely -- which she
    exercised by walking around the crash site from the moment Trooper
    Vanadestine arrived -- no reasonable person in Howard's position
    would have believed that the officer was "exercising his . . .
    official authority to restrain [her] liberty of movement" based
    off the trooper's request to stay out of the roadway.          See Cardoza,
    
    129 F.3d at 16
    .
    While other factors -- such as the troopers' request for
    Howard's identification, use of emergency lights, and Trooper
    Keim's prompt arrival on scene -- could indicate that a seizure
    occurred   during    the   initial    accident   response,    when   balanced
    against the totality of the circumstances, they do not compel a
    finding that the initial encounter here was a Terry stop.                Our
    precedent establishes that "officers -- even without any basis for
    suspecting    that    an   individual   has   committed   a   crime -- 'may
    generally ask questions of that individual [and] ask to examine
    the individual's identification . . . -- as long as the police do
    not convey a message that compliance with their requests is
    required.'"   See Tanguay, 
    918 F.3d at 5
     (quoting Bostick, 
    501 U.S. at 434-35
    ).    Absent evidence that the troopers demanded Howard's
    identification, their request is "the type of de minimis intrusion
    that we have long agreed to tolerate as a necessary part of
    - 16 -
    policing" and thus does not infringe the Fourth Amendment.                See
    id. at 7.
    Nor does the use of emergency lights or Trooper Keim's
    mere arrival on scene demand the conclusion that Howard was seized
    pursuant to a Terry stop.         A reasonable person in Howard's shoes
    would    likely    infer   that    Trooper   Vanadestine      activated   his
    emergency lights for safety reasons, given that he was stopped on
    the side of a busy highway, not "to indicate to [Howard] that [s]he
    should stop in [her] tracks."           See Cardoza, 
    129 F.3d at 16
    ; cf.
    Tanguay, 
    918 F.3d at 8
     (noting that police lights are usually
    construed by drivers as "a command to pull over").             Additionally,
    Trooper Keim's arrival on scene falls short of establishing the
    threatening police presence that would lead a reasonable person in
    Howard's position to believe that she could not leave.            Cf. United
    States v. Sierra-Ayala, 
    39 F.4th 1
    , 13 (1st Cir. 2022) (concluding
    that defendant was "clearly seized" when three officers arrived on
    scene,   yelling    "police,"     and   additional   police    officers   and
    vehicles arrived shortly thereafter, amounting to a "heavy police
    presence"); see Tanguay, 
    918 F.3d at 6-7
     (noting that an "officer's
    status as a police officer will not itself transform otherwise
    innocuous conduct").       Given that the troopers never attempted to
    restrict Howard's movements (other than requesting that she stay
    out of the road), never prevented her from using her phone or told
    her that she could not leave, never touched Howard or their
    - 17 -
    weapons, and engaged with her in a non-threatening manner, see
    Tanguay, 
    918 F.3d at 7
     (discussing absence of certain coercive
    factors), we conclude that the troopers' arrival on scene and
    initial questioning did not result in a Terry stop.3
    Our next task would normally be to determine whether a
    seizure occurred at any point thereafter.   But, because a seizure
    is constitutionally valid when preceded by reasonable suspicion,
    see 
    id.
     at 4 (citing Arizona v. Johnson, 
    555 U.S. 323
    , 326 (2009))
    (explaining that if reasonable suspicion existed before Terry
    stop, plaintiff's Fourth Amendment claim is extinguished), and
    because we conclude, infra, that reasonable suspicion arose before
    any even arguable seizure could have occurred, we assume without
    deciding that a seizure akin to a Terry stop took place as Howard's
    interaction with the troopers progressed.
    3 Because we conclude that Howard's initial encounter with
    troopers was not a Terry stop and that any subsequent seizure, if
    one occurred, was supported by reasonable suspicion, we need not
    address whether the troopers' actions were also permissible as
    reasonable community caretaking activities.
    Further, although we conclude that Howard was not seized
    during the troopers' initial response to the crash, that is not to
    say that any roadside assistance by law enforcement is
    automatically a consensual encounter and not a Terry stop given
    that the analysis remains a "'highly fact specific' inquiry." See
    Tanguay, 
    918 F.3d at 6
     (quoting Cardoza, 
    129 F.3d at 15
    ).
    Accordingly, we are careful to cabin our holding to the facts of
    this case and note that different facts may compel a different
    conclusion than the one that we reach today.
    - 18 -
    Viewing the record in the light most favorable to the
    argument that a Terry stop occurred at some point during the
    encounter, the earliest time that a show of authority amounting to
    a seizure could plausibly have occurred was 7:14 a.m. -- when
    Trooper Keim placed Cornish under arrest.            For purposes of this
    analysis, we assume without deciding that a Terry stop occurred at
    that point4 and proceed to explain our conclusion that reasonable
    suspicion arose prior to the assumed seizure.
    B. Reasonable Suspicion
    Before turning to Howard's contention that the troopers
    lacked   reasonable   suspicion      to   detain   her,   we   outline   some
    additional Fourth Amendment principles.
    The   Fourth   Amendment's      prohibition    on   "unreasonable
    searches and seizures," U.S. Const. amend. IV, applies to Terry
    stops, Camacho, 
    661 F.3d at 724
    .          For a Terry stop to comply with
    the Fourth Amendment, a police officer must possess "reasonable,
    articulable   suspicion   of   an    individual's    involvement    in   some
    criminal activity" at the inception of the stop, Dion, 
    859 F.3d at 124
    ; see Terry, 
    392 U.S. at 21
    , and the "actions undertaken
    4 In response to questioning during oral argument, Howard
    suggested that a seizure may have occurred when Trooper Wilkinson
    patted down Howard for the second time or when Howard told Trooper
    Loder that she had someone who was willing to come pick her up and
    he responded, "We'll talk about that if we get to that point."
    Our discussion assumes a seizure occurred earlier than either of
    these reference points.
    - 19 -
    pursuant to that stop must be reasonably related in scope to the
    stop itself 'unless the police have a basis for expanding their
    investigation,'" United States v. Ruidíaz, 
    529 F.3d 25
    , 28-29 (1st
    Cir. 2008) (quoting United States v. Henderson, 
    463 F.3d 27
    , 45
    (1st Cir. 2006)); see Terry, 
    392 U.S. at 20
    .
    Although    less    demanding     than   the   probable    cause
    standard, reasonable suspicion requires "more than a hunch, an
    intuition, or a desultory inkling of possible criminal activity."
    United States v. Romain, 
    393 F.3d 63
    , 71 (1st Cir. 2004).                 A
    reviewing court must consider whether, under the "totality of the
    circumstances," a police officer would have "a particularized and
    objective basis for suspecting the particular person stopped of
    criminal activity."   United States v. Cortez, 
    449 U.S. 411
    , 417-
    18 (1981).   With these principles in mind, we turn to Howard's
    arguments.
    Howard   contends    that   the   district     court   erred   in
    concluding that troopers possessed reasonable suspicion of drug
    trafficking because (1) Trooper Vanadestine had nothing more than
    a hunch that criminal activity was afoot when he detained her and
    that any suspicion was not particularized to Howard, (2) that the
    district court applied a subjective officer view of the evidence
    instead of an objective one, and (3) that the district court should
    not have afforded any deference to Trooper Vanadestine's judgment
    because he impermissibly referenced Howard's race.          We disagree.
    - 20 -
    The district court concluded, and we agree, that under
    the totality of the circumstances, troopers had more than a "hunch"
    that the vehicle or its occupants, particularly Howard, carried
    drugs from almost the outset of the encounter.       While running
    identification checks and inquiring about the crash, troopers
    observed that the vehicle's occupants appeared not to know one
    another.    Howard provided an incorrect name of "Casey" for the
    driver and could not identify the male passenger beyond saying
    that he was the driver's boyfriend.       All of the individuals
    indicated that they were coming from New York, however, they
    provided vague or inconsistent responses to questions about their
    travel itinerary.    Paulson lacked valid vehicle registration and
    insurance, and shortly thereafter, troopers learned that Cornish
    had provided a fake name and had outstanding warrants.    Finally,
    Howard distanced herself from Trooper Vanadestine when he arrived
    on scene.     While Paulson and Cornish approached him and were
    willing to talk, Howard walked away from him through the snow,
    despite it being eight degrees.    When Howard walked towards the
    roadway, she avoided joining the group and never attempted to speak
    to Trooper Vanadestine.
    While Howard argues that these facts are insufficient
    for reasonable suspicion, her contention lacks support.    We have
    previously considered similar objective facts in concluding that
    reasonable suspicion of criminal activity existed.      See, e.g.,
    - 21 -
    Dion, 
    859 F.3d at 125
     (finding reasonable suspicion of drug
    trafficking based in part on defendant's implausible interstate
    travel story); United States v. Cruz-Rivera, 
    14 F.4th 32
    , 45 (1st
    Cir. 2021) (citing defendant's inconsistent answers to trooper's
    questions as supporting, in part, reasonable suspicion of drug
    activity); United States v. Hart, 
    674 F.3d 33
    , 39 (1st Cir. 2012)
    (noting that the defendant quickly moved away from police when
    they    arrived    on   scene     in    reasonable        suspicion    analysis);
    Tiru-Plaza, 
    766 F.3d at 117
     (finding reasonable suspicion based on
    failure to produce a license and a legible vehicle registration).
    While "any one of those facts, taken alone, might not have been
    sufficient to create reasonable suspicion," Ruidíaz, 
    529 F.3d at 30
     (explaining that innocent facts taken in their totality can
    support   reasonable    suspicion),       after    considering     them      in   the
    aggregate, we conclude that sufficient evidence existed to support
    the troopers' suspicions that the vehicle or one of its occupants,
    including Howard, carried drugs.
    Significantly,      troopers        learned    each   of   the    facts
    supporting reasonable suspicion before 7:14 a.m., thus making the
    assumed seizure lawful.         See Tanguay, 
    918 F.3d at 4
     (stating that
    reasonable suspicion must arise prior to Terry stop to comply with
    the    Fourth   Amendment).      By     7:09 a.m.,    troopers     had    observed
    Howard's movements, spoken with each occupant and determined that
    they appeared not to know one another and that their travel stories
    - 22 -
    were not lining up, and learned that Paulson lacked vehicle
    registration and insurance.            By 7:13 a.m., Trooper Keim knew that
    Cornish    had   provided      a     false    name    and    that   he   likely    had
    outstanding      warrants.          Because    troopers      possessed    reasonable
    suspicion prior to the time              any arguable seizure could have
    occurred, Howard's claim must fail.
    Next, Howard argues that the district court erred by
    adopting Trooper Vanadestine's subjective view of the situation
    instead of conducting an independent assessment of whether a
    reasonable    officer    in    Trooper        Vanadestine's     shoes    would    have
    suspected drug trafficking.            This argument too lacks merit.              The
    district     court   correctly        stated     the    law -- that       reasonable
    suspicion requires "objective reasonableness in the totality of
    the circumstances" -- and properly applied it by disregarding
    evidence    of   Trooper      Vandestine's       subjective      views,    which    we
    discuss infra.       Further, the district court did not substitute
    Trooper Vanadestine's assessment of the situation for its own.
    The district court reviewed video evidence to confirm troopers'
    characterizations       of    the    events     and   made    independent    factual
    findings.     The court then listed each objective factor supporting
    troopers' drug trafficking suspicions and properly considered them
    in the aggregate, recognizing that each on its own might be
    insufficient.      We find no error in the district court's statement
    of the law or application of the reasonable suspicion standard.
    - 23 -
    Finally, Howard points to the fact that while speaking
    with Sergeant Pappas, Trooper Vanadestine identified Howard by
    describing her race ("the Black girl [who] won't come next to me").
    Howard argues that by identifying Howard in this manner, Trooper
    Vanadestine revealed a racial bias.                    Racial bias by a police
    officer    could   certainly       provide    a   basis    for    challenging    the
    reliability or credibility of an officer's testimony.                     But Howard
    does   not    challenge      the    accuracy      of    anything    that     Trooper
    Vanadestine reported observing.            The court in turn found that what
    the officers heard and saw objectively gave rise to a reasonable
    suspicion.     In short, any potential racial bias could not have
    played a causal role in determining what happened and whether
    reasonable suspicion existed.              And the presence of any improper
    motive otherwise plays no role in a suppression motion.                    See Whren
    v. United States, 
    517 U.S. 806
    , 813 (1996); Ruidíaz, 
    529 F.3d at 29
       (explaining      that   reasonable      suspicion      turns    on    objective
    criteria,    not   "an    individual       officer's      subjective      motives").
    Thus, this argument also fails.
    Having    concluded     that    reasonable      suspicion      preceded
    Howard's     assumed     seizure,    any     detention     of    Howard -- if    one
    occurred at all -- did not offend the Fourth Amendment and thus
    was lawful.        As such, her argument for suppression based on
    unlawful detention fails.
    - 24 -
    C. Consent to the Search
    Having rejected Howard's unlawful detention argument, we
    now turn to the issue of Howard's consent to the search of her
    bag.   Howard contends that, even if her seizure was lawful, the
    district court erred in finding that she voluntarily consented to
    the search because: (1) her personal characteristics (age, lack of
    criminal record, less than average intelligence) contradict a
    finding of voluntariness, (2) troopers did not advise Howard that
    she could refuse to consent, (3) she was in custody when she gave
    consent, and (4) she was coerced when troopers conditioned her
    ability to get warm on her consent to the search.   The government
    counters that Howard's consent was voluntary because she was not
    in custody nor subject to coercion when she gave consent and that
    the facts pertaining to Howard's personal characteristics should
    be deemed waived because Howard raises them for the first time on
    appeal.
    Whether Howard freely consented to the bag search is a
    question of fact, and accordingly, we review the district court's
    voluntariness finding for clear error.   See Dion, 
    859 F.3d at 129
    .
    To decide "whether consent was voluntarily given, we look to the
    totality of circumstances, including the person's 'age, education,
    experience, intelligence, and knowledge of the right to withhold
    consent.'"   United States v. Ramdihall, 
    859 F.3d 80
    , 89 (1st Cir.
    2017) (quoting United States v. Forbes, 
    181 F.3d 1
    , 6 (1st Cir.
    - 25 -
    1999)).     Also considered is "whether the consenting party was
    advised of his or her constitutional rights and whether permission
    to search was obtained by coercive means or under inherently
    coercive circumstances."        
    Id.
     (quoting Forbes, 181 F.3d at 6).
    We first address Howard's argument that her consent was
    coerced in part because she was in custody.            As support for her
    contention, she cites the circumstances of her alleged detention
    and the presence on scene of five state troopers, including a K9
    unit.     The district court disagreed, concluding that Howard was
    not in custody.     We find no error here.
    Custody determinations present a "mixed question of law
    and fact," United States v. Trueber, 
    238 F.3d 79
    , 93 (1st Cir.
    2001) (quoting Thompson v. Keohane, 
    516 U.S. 99
    , 113 (1995)); thus,
    the district court's factual findings are reviewed for clear error,
    and "the ultimate conclusion whether a seizure is a de facto
    arrest" is reviewed de novo, United States v. Fornia-Castillo, 
    408 F.3d 52
    , 63 (1st Cir. 2005).            We have previously explained that
    "[a]    valid   investigatory    stop    may   nevertheless   escalate   into
    custody . . . where the totality of the circumstances shows that
    a reasonable person would understand that he was being held to
    'the degree associated with a formal arrest.'"                 
    Id.
     (quoting
    Stansbury v. California, 
    511 U.S. 318
    , 322 (1994) (per curiam)).
    Some of the factors that we consider in deciding whether the
    custody threshold has been crossed include "whether the suspect
    - 26 -
    was questioned in familiar or at least neutral surroundings, the
    number of law enforcement officers present at the scene, the degree
    of physical restraint placed upon the suspect, and the duration
    and character of the interrogation."    
    Id.
     (quoting United States
    v. Ventura, 
    85 F.3d 708
    , 711 (1st Cir. 1996)).
    Here, the district court concluded that no reasonable
    person in Howard's shoes would believe that she was being held
    under circumstances akin to a formal arrest.     We agree.   Howard
    was never explicitly told that she was not free to leave, she was
    never physically restrained, she freely talked on her cell phone
    and walked around the crash site, and she was invited -- not
    ordered -- to sit in Trooper Loder's car.   Notably, she sat in the
    front passenger seat of the cruiser -- as opposed to a traditional
    divided prisoner compartment -- and the door had a functional
    interior handle permitting her to step out at any time.        The
    district court also found that although Howard was patted down
    before being allowed to sit in the cruiser, the pat downs did not
    convey the impression of formal arrest because they were conducted
    to ensure officer safety before Howard -- who was wearing bulky
    winter clothing -- was allowed to sit unrestrained in the cruiser.
    While the presence of five troopers is certainly relevant to the
    custody calculus, the situation must be viewed holistically under
    the totality of the circumstances.   The district court's findings,
    which are not clearly erroneous, provide ample support for its
    - 27 -
    conclusion that Howard was not in custody, particularly given the
    respectful tone of the encounter and the neutral public setting.
    Cf. id. at 64-65 (concluding that defendant was not in custody
    despite being temporarily handcuffed and officer drawing gun);
    Trueber, 
    238 F.3d at 93-95
     (holding that pat down of defendant for
    officer safety did not convert investigatory stop into de facto
    arrest).   Thus, no error exists as to the district court's custody
    determination.
    Howard   also   contends    that   her   consent   was   coerced
    because troopers conditioned her ability to sit in the warm cruiser
    on her agreeing to the bag search, but she provides no support for
    her assertion.   Moreover, her contention is belied by the district
    court's findings.    The district court found that although Howard
    may have felt obliged to consent to a search of her bag before
    sitting in the cruiser, nothing about Sergeant Pappas's request
    created the impression that her ability to do so was conditioned
    on a search of her bag.    We agree.    The record is clear that Howard
    was seated in the cruiser, albeit briefly, before Trooper Wilkinson
    conducted the full pat down and Sergeant Pappas asked for consent
    to search her bag. Further, Sergeant Pappas stated both to Trooper
    Loder and to Howard herself that he wanted her patted down before
    she sat in the cruiser -- never mentioning a search of her bag.
    We find no clear error here.
    - 28 -
    Howard's final argument is that the district court erred
    in finding that her consent was voluntary under the totality of
    the circumstances.    In support, Howard asserts that -- in addition
    to the coercive elements discussed above -- she was in her early
    twenties at the time of the search, she had graduated from high
    school but from a program for people with disabilities, she has
    less than average intelligence, she had very little experience
    with the criminal justice system, and troopers did not tell her
    that she could refuse to consent, nor was she aware that she could
    refuse. Notably, Howard failed to develop the facts pertaining to
    her   age,   intelligence,   and   education   during   the   suppression
    hearing, and instead raises them for the first time on appeal.
    However, even if we were to consider Howard's newly proffered
    facts, they fail to convince us that the district court erred in
    its voluntariness finding.
    Howard does not meaningfully discuss how her disability
    or intelligence level impacted her ability to consent.          Nor does
    she explain why contact with law enforcement for only               minor
    offenses is significant to whether her will was overborne.         To the
    extent that Howard relies on the lack of a warning regarding her
    right to refuse consent, said fact is relevant but not dispositive.
    "We have repeatedly held that the failure to advise a defendant of
    his right to refuse consent does not automatically render such
    consent invalid."     United States v. Jones, 
    523 F.3d 31
    , 38 (1st
    - 29 -
    Cir. 2008).      Here, the district court properly considered the
    totality of the circumstances -- including the lack of a warning,
    the   presence   of   multiple   troopers   on   scene,   and   the   cold
    conditions -- before concluding that Howard voluntarily consented
    to the search of her bag. We discern no clear error in the district
    court's finding, particularly given the lack of "evidence of
    coercive tactics," United States v. Marshall, 
    348 F.3d 281
    , 286
    (1st Cir. 2003); see Ramdihall, 
    859 F.3d at 89
     (explaining that
    defendant bears the burden of establishing that the manner of
    detention precluded her free consent).           Accordingly, Howard's
    argument for suppression, premised upon her involuntary consent to
    the search of her bag, also fails.
    IV. Conclusion
    For the foregoing reasons, we affirm.
    - 30 -