I am afraid that while seller cannot put price up on the item you purchased, you cannot make him complete the transaction.
Best to tell seller to cancel the sale as out if stock, and get a refund, THEN leave negative feedback, just saying "SELLER WOULD NOT HONOUR THE SALE AT PRICE IT SOLD FOR" and mark down the star ratings.