Johnny grew up in Los Angeles, where he was introduced to acting through his aunt, actress Marlene Forte, and uncle, playwright Oliver Mayer. He trained in the theater, notably at Playhouse West. Beyond acting, Johnny is also a musician and writer, and holds a degree in literature from the University of Pennsylvania.