Morales, of Mexican descent, spent his early life in Phoenix, Arizona, and attended school at Arizona State College in Tempe (now Arizona State University) and the University of Southern California in Los Angeles before joining the Army in 1946.
Shortly after joining the CIA, Morales became an operative for the CIA's Directorate for Plans.