Sullivan was found by police Oct. 14 after officials from his unit were worried when he did not show up for physical training. A preliminary autopsy report indicated that Sullivan died of "multiple sharp-force injuries," the Killeen Daily Herald reported.
Valdez was jailed in Bell County on $1 million bond Friday, a jail spokesman said. His attorney did not immediately return a call Friday.
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