We've been talking for a couple weeks... should I go to her performance (uninvited)?

I would ask her for the time and place (even if you already know) so she will suspect you might be there. Just showing up might be too much of a surprise at this point. If she wants to know why you ask, just say you have a surprise for her. bring flowers :)