When a male (or female) has experienced a traumatic event in his or her past, usually fabricated to woo the opposite sex and gain sympathy points. The haunted past may be as crazy as one might imagine, yet believable enough to set an impression.
Guy 1: Guess who's a broken man?
Guy 1 and Guy 2: Haunted Past!
Guy 2: Bingo.