Yeah, unfortunately there is no 'legal' about it. It is just one of those silly rules that REAs make up about the highest bidder being able to negotiate with the vendor, first.
Bottom line is, after the auction he can sell to whomever he likes. He did not like you, so he did not sell to you. :(...