penny grabber Share definition Flag A gay jew who tries to hide his feelings. Often times the person has a abnormally big nose and small ears. Did you see Sam today? He is still denying the fact that he's a penny grabber! penny grabber by Nah_Chill_J January 4, 2017 Get the penny grabber mug.