Penn was born in Los Angeles County , California , the son of actor and director Leo Penn and actress Eileen Ryan ( née Annucci ) .
He was born in Los Angeles , California , the middle son of actor Leo Penn ( 1921-1998 ) and actress Eileen Ryan ( born 1928 ) .