You'll fair better than you would if you had bought off a forum or from a trader and the same thing happened, as paypal will just give you your money back.
Did you follow the golden rule though and pay for the paypal payment on your credit card just to make sure?
It's almost impossible to lose out as a buyer if you are paying on credit card as you can just tell the credit card company not to pay paypal.