Sean Penn and Scarlett Johansson's brief love affair is officially over, reports PEOPLE mag. The two connected a few months ago, after Johansson's split with "Green Lantern" star Ryan Reynolds. They initially kept their tryst under wraps, but then just came out with it that they were dating. Now, no more. It was fun while it lasted.