"Johnny" can be a generic name for a guy. (also in "Johnny-come-lately"=a newcomer) A "Stage Door Johnny" was a gentlemen who waited at the stage door of a theatre for the actress to come out, so he could meet her. Sometimes the actresses would take their time - or leave by the front door! - so these men would be waiting for a long time! A modern version could be a "fanboy".