Fat-fall
When a fat person falls down onto a couch instead of gently easing them self onto it because their legs can't support their weight on the way down.
Your grandfather just fat-falled onto the couch and broke it.
Too Fat To Fall
Being in an (undeservedly) well-off position
I would love to see him fry, but now Roger just seem to be Too Fat To Fall.