OPINION OF THE COURT
I. FACTUAL AND PROCEDURAL BACKGROUND
The United States appeals from an order of April 28, 1993, insofar as it suppressed statements given by the appellee Patrick William Swint to federal agents on May 2, 1991. 1 The background of the case is as follows. Pennsylvania authorities arrested Swint on November 1, 1990, on state drug charges. Subsequently, a state court released Swint on bail. Thereafter, Swint and his attorney discussed with the state authorities, particularly Kevin Kelly, a Delaware County deputy district attorney, the possibility that Swint would cooperate with them. As of April 1991, however, Swint had provided little, if any, assistance. Moreover, on March 11,1991, agents of the Drug Enforcement Administration had observed Swint accepting precursor chemicals used to manufacture methamphetamine. As a result of this observation, Special Agent Keith Miller of the DEA asked Kelly to arrange a meeting with Swint. Kelly telephoned Swint’s attorney, Michael Dignazio, to arrange a discussion about possible cooperation and a plea agreement and Kelly and Dignazio scheduled a meeting for May 2, 1991. Kelly, however, did not tell Dignazio or Swint that the DEA would be represented at the meeting or that there would be a discussion regarding possible federal charges.
On May 2, 1991, Dignazio’s associate, Douglas Smith, accompanied Swint to the meeting at the offices of the Criminal Investigation Division of the Delaware County District Attorney’s Office at the Delaware County Courthouse. All original parties to this meeting, namely Kelly, Smith, and Swint, as well as Dignazio who did not attend, understood that the meeting was to be for Swint to make an off-the-record proffer regarding the cooperation he could provide in exchange for a negotiated plea on the outstanding state charges against him. Such off-the-record meetings are customary in Delaware County.
During the first stage of the meeting, Swint, Smith, Kelly, and other state and local law enforcement officers briefly discussed Swint’s post-arrest conduct. After Swint denied having been involved in post-arrest drug activity, Kelly left the room and returned with federal agents, including Miller, and the meeting entered a second stage.
During this second stage, the federal agents confronted Swint with evidence of his post-arrest drug activity. They advised Swint that it was likely federal authorities *288 would arrest him at some point, that he faced serious federal charges, and that he should cooperate with the federal investigation. Specifically, Miller told Swint that he had a warrant for Swint’s arrest on federal drug charges which carried a ten-year mandatory sentence, and that he could arrest Swint with the warrant. Moreover, Kelly testified that he may have mentioned that Miller might take Swint into custody and that Swint’s bail might be revoked based on the DEA’s evidence of his post-arrest criminal conduct. After being confronted with the evidence supporting federal charges against him and advised to cooperate, Swint consulted privately with Smith. He then agreed to make a statement and to cooperate with the federal agents. Believing that his “job was finished,” Smith left the District Attorney’s office, as he did not want to get involved in Swint’s actual cooperation.
During the third stage of the meeting, the DEA agents questioned Swint who was then without counsel.
2
At that time, Swint made the inculpatory statements involved on this appeal. The government concedes that no person on May 2, 1991, at the offices of the District Attorney gave Swint warnings in conformity with
Miranda v. Arizona,
On November 3,1992, a federal grand jury returned an indictment against Swint for conspiracy to manufacture, distribute and possess with intent to manufacture and distribute methamphetamine and P2P. Swint pleaded not guilty, and on January 4, 1993, he filed a motion to suppress the statements he made to the DEA agents on May 2, 1991. The district court conducted a hearing on the motion, and later held in a memorandum opinion that the statements were inadmissible. United States v. Swint, Crim. No. 92-286-02, at 20-21 (M.D.Pa. Apr. 28,1993) (see App. at 204-05). The United States has appealed from the order entered on April 28, 1993, on this opinion. We have jurisdiction under 18 U.S.C. § 3731.
II. DISCUSSION
The district court primarily predicated its opinion that Swint’s statements were inadmissible on its conclusion that the government had secured them from Swint when he was in custody without giving him the
Miranda
warnings.
See Illinois v. Perkins,
Our review of the district court’s holding that Swint’s statements were involuntary is plenary, but we accept its findings of fact unless they are clearly erroneous.
Arizona v. Fulminante,
It is clear that “only voluntary confessions may be admitted at the trial of guilt
*289
or innocence,”
Lego v. Twomey,
“The Self-Incrimination Clause of the Fifth Amendment guarantees that no person ‘shall be compelled in any criminal case to be a witness against himself.’”
Withrow v. Williams,
— U.S. -,
“In determining whether a confession was voluntary, we must satisfy ourselves that the confession was ‘the product of an essentially free and unconstrained choice by its maker,’ that it was ‘the product of a rational intellect and a free will’ and that the appellant’s will was not ‘Overborne.’ ”
United States ex rel. Hayward v. Johnson,
[C]ourts look to the totality of circumstances to determine whether a confession was voluntary. . Those potential circumstances include not only the crucial element of police coercion, Colorado v. Connelly,479 U.S. 157 , 167,107 S.Ct. 515 , 521,93 L.Ed.2d 473 (1986); the length of the interrogation, Ashcraft v. Tennessee,322 U.S. 143 , 153-54,64 S.Ct. 921 , 925-26,88 L.Ed. 1192 (1944); its location, see Reck v. Pate,367 U.S. 433 , 441,81 S.Ct. 1541 , 1546 [6 L.Ed.2d 948 ] (1961); its continuity, Ley-ra v. Denno,347 U.S. 556 , 561,74 S.Ct. 716 , 719,98 L.Ed. 948 (1954); the defendant’s maturity, Haley v. Ohio,332 U.S. 596 , 599-601,68 S.Ct. 302 , 303-05,92 L.Ed. 224 (1948) (opinion of Douglas, J.); education, Clewis v. Texas,386 U.S. 707 , 712,87 S.Ct. 1338 , 1341,18 L.Ed.2d 423 (1967);, physical condition, Greenwald v. Wisconsin,390 U.S. 519 , 520-21,88 S.Ct. 1152 , 1153-54,20 L.Ed.2d 77 (1968) (per curiam); and mental health, Fikes v. Alabama,352 U.S. 191 , 196,77 S.Ct. 281 , 284,1 L.Ed.2d 246 (1957). They also include the failure of police to advise the defendant of his rights to remain silent and to have counsel present during custodial interrogation. Haynes v. Washington,373 U.S. 503 , 516-17,83 S.Ct. 1336 , 1344-45,10 L.Ed.2d 513 (1963) [other citations omitted].
Withrow,
— U.S.-,
Unless there is “police conduct causally related to the confession,” a confession is considered voluntary.
Colorado v. Connelly,
Thus, the district court’s holding rests on its findings that neither Swint nor his attorney knew that Swint’s statements could be used against him and that their “confusion [regarding the implications of Swint’s statements] ... was largely the result of a situation of the Government’s making.” Id. at 16-17 (see App. at 200-01). The district court based these findings on five factors: (1) Swint, Kelly, and Swint’s attorneys (Smith and Dignazio) understood that the May 2, 1991 meeting at the District Attorney’s office “was to be an informal, off-the-record proffer by Mr. Swint regarding the potential assistance he could provide to state authorities in return for a negotiated plea to the outstanding state charges against him”; (2) it was common practice for Delaware County authorities “to hold such informal, off-the-record meetings with defendants seeking to cooperate in return for a plea agreement”; (3) “neither Mr. Swint nor Swint’s attorney’s were informed beforehand that any federal agents would be at the meeting nor that any federal charges or other issues not covered by the proffer agreement would be discussed”; (4) “the temporal proximity between the discussion of state and federal charges with Swint was wholly of the Government’s making”; and (5) neither the state nor federal agents clearly informed Swint or his attorney that Swint’s statements to the DEA agents would not be off-the-record. Id. at 17-20 (see App. at 201-04). 4
We agree that considered together the foregoing factors indicate that Swint’s statements on May 2, 1991, were involuntary. Furthermore, additional factors support that conclusion: Swint was not given Miranda warnings; Swint’s attorney was not present when the statements were made; 5 the statements were made in the District Attorney’s office in the courthouse; and the officers present were armed with their weapons clearly visible. Id. at 14 (see App. at 198). Thus, exercising plenary review, we hold that Swint’s statements on May 2, 1991, were involuntary.
In reaching our result, we have not overlooked the government’s argument that “the district court’s holding instantly expands the definition of coercion” because there is a “tremendous difference” between a statement that is coerced and a statement which is merely the product of confusion. Govt.Br. at 41 — 42. Rather, we conclude that whatever might be true in other cases, in the circumstances here, there was much more involved than confusion'. In this case, the government’s misleading conduct was coercive, and this coercive conduct caused Swint’s confusion, depriving him of the ability to make a free and unconstrained choice about whether to make a statement to the federal agents. At the. DEA’s request, the state authorities drew Swint into the District Attorney’s office on the assumption he would be making only off-the-record statements regarding pending state charges. Once Swint arrived at the office and Kelly engaged him in a dialogue, the DEA agents joined the meeting, confronted Swint with evidence supporting federal charges against him, and urged him to cooperate with them. Moreover, Kelly admitted that he “touched upon the criminal activity revealed by [the DEA’s] ... investigation as a basis for revocation of bail,” id. at 14 (see App. at 198), and “may” have mentioned that Miller might take Swint into custody, id. at 13 (see App. at 197). 6
Although Swint did confer with Smith pri- or to making statements to the DEA agents, *291 the district court found that “[n]o one told Smith that Swint’s statements to federal authorities could be used against Swint,” and that both Swint and Smith believed Swint’s statements to the DEA agents would be off-the-record. Id. at 19-20 (see App. at 203-04). Moreover, the government concedes that Swint was not given Miranda warnings while at the District Attorney’s office. Thus, the district court’s findings of fact, which the record amply supports, indicate that the state and federal authorities used a coercive “bait-and-switeh” technique, first by leading Swint and his attorney to believe Swint’s statements would not be used against him and then by depriving Swint of that protection without giving him Miranda warnings.
Our conclusion that Swint’s statements were involuntary is consistent with the opinion of the Court of Appeals for the Fifth Circuit in
United States v. Rogers,
III. CONCLUSION
Insofar as the United States has appealed from the order of April 28, 1993, it will be affirmed.
Notes
. The order and the accompanying opinion also dealt with matters not involved in this appeal.
. Although the government contends that Smith was present during Swint's questioning by the DEA agents, the district court credited Smith’s testimony that he was not present during the questioning. United States v. Swint, Crim. No. 92-286-02, at 14 & n. 4 (M.D.Pa. Apr. 28, 1993) (see App. at 198). Under our standard of review, we accept this finding.
. Before leaving the meeting, the federal agents outfitted Swint with a transmitter to be worn at his meeting with a codefendant that evening. Several days later Swint terminated his cooperation with the federal agents.
. The first four of these factual findings are undisputed, and the fifth is supported adequately by the record.
. Our listing of this factor does not imply that an attorney can protect his client best by walking out before interrogation takes place and then claiming that there was a Miranda violation or that a statement was involuntary. Thus, we do not intend to foreclose the possibility that the presence of counsel in other situations could ameliorate the potentially coercive effects of the government’s conduct.
.The government points out that confronting a defendant with evidence of his guilt, even if fabricated, does not render a subsequent confession involuntary. Govt.Br. at 41 (citing
Evans v.
*291
Dowd,
However, a '‘[determination of whether a statement is involuntary ‘requires more than a mere color-matching of cases.’ ... It requires careful evaluation of all the circumstances of the interrogation.”
Mincey v. Arizona,
. We have considered
United States v. Long,
Long
is distinguishable from this case because, as explained in
Rogers,
in
Long
the federal government had no knowledge of or role in the state authorities’ activities and ",’did nothing to deceive [the defendant] ... or elicit his statement.’
" Rogers,
In
Contreras,
the defendants gave information to state authorities under a state grant of immu-ni1y. The defendants later gave statements to the federal authorities, and these statements to the federal authorities were used against them in a federal prosecution. The defendants unsuccessfully challenged the use of the statements.
Contreras
was distinguished in
Rogers
because ”[e]ach defendant was advised of his
Miranda
rights before talking with federal agents [and] [t]he trial court found that the federal warnings should have put the defendants on notice 'that the state immunity could not have any effect upon a federal prosecution.' ”
Rogers,
. Of course, we base our result on the “totality of circumstances.”
See United States ex. rel. Hayward v. Johnson,
