Depends on the villain - on one end of the spectrum you have sad villains who never had much of a choice, like Crona Gorgon or Lucy from Elfen Lied. On the other hand, there are villains like Prime Minister Honest or Malty S. Melromarc whom are utterly despicable and with zero redeeming qualities.