The story tells of a visit to a tunnel on the surface of the moon which goes awry when a pressure seal fails, trapping three men (a supervisor, a reporter, and a tunnel worker). The title of the story derives from the way they plug an air leak while awaiting rescue: by sitting on it.
The phrase "Gentlemen, Be Seated!" is the opening line of the interlocutor in a traditional minstrel show.