I agree with Neal, great examples! Particularly "His jokes fell flat..." is a common context.
This may just be southern (crude) US English, but if someone literally falls flat, it's more common to say "(s)he fell flat on his/her ass" than "(s)he fell flat on his/her face." Crude but common!