Hmm, just thought of something, what if Clark shows up to the party wearing a different costume?
I thought of that as well. Was Clark there and overheard them talking? What would Cat and Lois say if he didn't show up as Superman? Does he dare show up as Superman with some alterations to the disguise? (different cape/glasses/padding underneath to make him look chubby)
