You don't really have to fabricate a quote if you're looking for stupid shit said by Joe Biden.
Here try this:
"Colonel, refresh my gin and tonic; only this time without the tonic." -- Rep. Nancy Pelosi, aboard a misappropriated military aircraft
Oh, wait. That's probably not fabricated, either.