Fat Bernardo Share definition Flag to masturbate; to rub your penis until orgasm. Steve's date canceled on him so he decided to spend an intimate evening with Fat Bernardo. Fat Bernardo by hammertime05 October 21, 2010 Get the Fat Bernardo mug.