Girlfriend told me she went to lunch with a guy in her class she hardly knows..what do I do?

Are you sure she is your girlfriend? She is acting as if she were not. Perhaps it is your wishful thinking that make you believe she is your girlfriend. Just a thought. Besides roughly speaking half the world are girls and the other half are boys. Plenty to choose from.