Turning the fuel off seems roughly equivalent to turning the ignition off when you've parked your car. It's really something rather unlikely to do as a brain fart during takeoff.
I don't fly a lot of planes, but I do know what muscle memory is like, and sometimes it misfires. Misfires are rare, but then, so are plane crashes.
The emergency fuel cutoff should not be a practiced maneuver.