DEFINITLEY looks weird.
Play the cool guy. Talk to your friends, but pay plenty of attention to your girlfriend. Moderation dude.
If you're hanging out in a group, sit next to your girlfriend and talk to her, and if there's an awkward silence, join another conversation or talk to one of your buddies, and then she can talk to one of her girl friends. Then you can go back to talking to her afterwards.