What should I do now, please help:?

Well, obviously she thinks of you as a buddy and not a boyfriend. There was no promise on her part to be with you the whole time. It was a group party, and you should have just enjoyed your time with the others there. I think you are the one who was wrong here. You owe her an apology or at least an explanation.