It's less of a disaster than you'd think. Even if you shut off the engines the plane can glide for a long time. So if you don't panic you will have time to turn them back on.
You're right, but in this situation - a non-pilot is in a piston single with a pilot who becomes incapacitated - what are the odds they're not already panicking?