Specifically supervillans:
Cool powers, like Venom or Pyro, that aren't caused by technology or just their power in society, like Kingpin or Scarecrow from the Batman Begins movie.
A cool back story, like being a mutant-alien hybrid who got dosed with experimental drugs and radiation, and...