Or, to go along with the mystic spirit idea, have some kind of evil spirit (Djinn, Demon, Devil?) show up and say something along the lines of "I helped you out when you needed it, now you owe me a favor." Then it vanishes.
Wait a few months, until everyone has nearly forgotten the event, then...