So does this bad boy like nice little me?

I think he is intrigued with you and may like you. He is getting closer (sitting next to you, asking to borrow pens, etc.), so he is making an effort. If you like him, start talking to him and find out if he really is the bad boy he looks like. He may like smart, studious women.