Hoping to impress the elitist theater kids at NYU, Blair sets her sights on landing a private concert with the hottest musical performer of the year, Lady Gaga. Dan and Olivia sign up to write and star in a school play, based on an idea by Blair and directed by Vanessa. With Blair out of the picture, Serena turns to Nate to help her get through a difficult situation. As a favor to Chuck, Jenny agrees to hang out with Damien, the son of an ambassador who is staying at Chuck's hotel, but the experience proves to be a lot more intriguing than she expected. Olivia is offered a movie deal and Dan and Vanessa, in the hope of convincing Olivia to stay at NYU, give Olivia a taste of the real college life.
Title comes from the 1998 film The Last Days of Disco and the song "LoveGame" by Lady Gaga, who also makes a cameo and performs "Bad Romance".