You didn't get the registration ???
I would take photos, then go to the police, state you bought it, but forgot to get the registration. If it's stolen, at least YOU are less likely to be going to jail for grand-theft auto !! I'd also have any contact information you had for this sketchy character.
Be prepared to have to surrender the bike, unless YOU have a receipt.