Resist the temptation to build characters according to stereotypes. Character development must reflect the complexities of real people. Even Pure Evil buys his favorite niece a pony for her birthday. Learn to love your villains as people, and they will reward you as characters. Write a scene where the most despicable character in your fiction does something deeply touching and loving. Then send them on their evil way.