You agreed to it when you signed up for the paypal account. Go read the fine print. If there is a charge back on your account, and your account stands at a $0 balance, they can pull money from your attached accounts to fill the balance.
Also, if they never accept delivery it'll show as not being delivered and they can do a charge back. I speak from experience here but I hope yours turns out better!