My villain is a neuroscientist. He has an extra large brain, making him extra smart. Instead of using his extra brainpower for good, he wants to steal as many brains as possible. He has developed a method to steal other people's brainpower for himself by stealing their brains. He realizes that knowledge is power, so he wants to steal as many brains as possible in order to have all the power for himself.
