They will refund the difference, not immediately, after everything gets processed (it can be a few weeks). Usually people go with many checks in different increments so they don’t have a bunch of money waiting to be refunded.
You have to qualify for the minimum bid, if things start getting heavy the auctioneer might make you prove you can bid the new higher amount.