The thing with friendships of the opposite sex is that usually unless it's a superficial friendship you're going to share your problems, flaws, feelings, being affectionate etc. Because you're not looking for a relationship you usually accept them unconditionally. In that environment one person is going to fall for the other. It's almost inevitable.