Arcan Cetin, 20, was discovered hanging on Sunday evening, said Rosemary Kaholokula, chief criminal deputy prosecutor for Skagit County.
He was being held in neighbouring Snohomish County, where he was awaiting the results of a mental competency evaluation.
The Snohomish County Sheriff's Office, which runs the jail, said in a news release yesterday that a 20-year-old inmate had been found unresponsive, and that efforts to revive the prisoner failed. The death is under investigation, the statement said.
Authorities captured him about 30 hours later near his apartment and said he confessed during police interviews but did not explain why he did it.
The family of victim Chuck Eagan said in a written statement they were shocked by the death.
"We pray that the man repented to God before his death," the statement said. "While this event puts to rest our fear of his release, we harbour no ill will towards Mr. Cetin or his family and pray for their comfort as we know all too well the pain of grief."
The 20-year-old had a history of violent behaviour toward his family and ex-girlfriend. Cetin's stepfather, David Marshall, said the family had been trying to get Cetin help for mental health issues.
According to police reports, Cetin had told his ex that his father was connected to "bad people in Turkey." Asked during interviews whether his Turkish relatives had ties to terrorist groups, Cetin said no. He also said he didn't have any contact with those relatives.
The shootings were captured on surveillance video. The victims were Sarai Lara, 16, and Shayla Martin, 52, both of Mount Vernon; Eagan, 61, of Lake Stevens; Belinda Galde, 64, of Arlington; and Galde's mother, Beatrice Dotson, 95, of Kingsport, Tennessee.
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