To be fair though, you can sometimes get interesting relationships with bullies and the bullied. They can pick up a kind of protective complex ("only I get to pick on him"), an improvement complex ("you know, I only pick on you because you never speak up for yourself"), or even become friends.
That being said, those are far more the exception rather than the rule.