Wait wait wait wait wait wait.
You got into an accident with only one fat guy who probably did nothing to write down your license plate, and drive away, freak out, and the go back?
Anonymous auto-accidents happen all the time. If you knew you'd get into trouble for driving uninsured and had the chance to leave, then you leave.