When the guys are invited to Penny's Halloween party, Leonard sees it as an opportunity to get to know her friends and thereby get closer to her, but when her ex-boyfriend arrives, those plans take a turn for the worse. However, the evening isn't without its positive aspects for Leonard. Or for Rajesh.