On the DVD commentary, show Producer Phil Sims said the phrase "Big Day" was an inside joke between him, Associate Producer Joe Furey, and Gerard "Gerry" Mulligan when they worked on Letterman. It involved a story told to them by Mulligan about an eccentric homeless man who would walk around outside of Rockefeller Center just announcing, "Big day!"