After leaving Cuba, Dalton became involved in El Salvador's civil war, joining the People's Revolutionary Army (ERP) in 1973. In the ERP, he found himself in a serious internal dispute with leader Alejandro Rivas Mira, who was becoming an influential leader of the armed group. As a consequence, the leadership of the ERP decided to execute him.