Awkward moment between me and my friend....?

For now ignore it. But, keep your eyes peeled. If you notice a pattern with her, you know something is up. I would be freaked out too. If it gets worse tell her you don't like the way she is touching you. She might be mad at first. Tell her you want to stay as friends. Or, do what you think is best.