I've had this happen more than a few times, unfortunately. Report him, then you can either relist the item or give a 2nd chance offer to. The next highest bidder. It sux that we can't leave negative feedback for buyers, but since he's new eBay will probably send him a warning and hopefully he'll think twice before doing this again!