What's worse: the feeling of rejection or the feeling of not knowing what could've been?

Let's say you meet someone that you're totally infatuated by. You have the choice of going up to him/her and risk being rejected or you can just do nothing and wonder what could've been. What would you do? And what do you think feels worse: being rejected or not knowing what could've been?