Two wrongs don't make a right in the eyes of the law I'm afraid. That said, there's been plenty of cases where the punishment for a crime was lessened due to the circumstances, like assault in self-defense. Dunno if that applies to theft vs wage theft though.
That said, it's not a crime if you don't get caught. This too goes both ways.