The only people who are really going to understand ... The 51-year-old comedian and the 31-year-old singer were recently spotted hanging out together at a recent L.A. hot spot.

Friends: The Reunion, hosted James Corden, saw the show's famous cast ... that Schwimmer's "hang-dog expression" stuck with them. Listen below to our daily podcast PEOPLE Every Day for more ...