 On the commentary track for the episode, Fischer revealed that the scene was almost entirely ad-libbed.At one point, Phyllis Smith, who portrays Phyllis Margaret Vance (née Lapin), made a joke that made every one on set laugh, forcing production to halt for almost 45 minutes.Dwight's "gun show" joke was written by Rainn Wilson.