To contradict or grief upon learning the unfortunate truth of someone or something.
"Jimmie that's racist you can't say that!"
"Hey! Say it ain't so, it was funny."
Or
"Did you know John Lennon beat his wife?"
"Say it ain't so, he made good music."
by Deogonoon January 12, 2021