It’s the first Saturday of the month, in which straight people can do gay stuff, but that doesn’t make them gay.
Joe: “Wanna come suck my dick this Saturday?” Mike: “Ayo bro I ain’t gay” Joe: “Don‘t worry, it’s Gay Saturday!”