The secret Jane is to become a sniper. Then if you lose you realize that it was only because your highest bid wasn't good enough. But that is OK because that is all you wanted to pay. By bidding early you only tell everyone else how much you have bid (of course they don't know your max bid). When you play poker you don't turn over a pair to show everyone part of your hand so why give away anything at an auction?