You don't have to buy something straight away. Sleep on it for a night and come back the next day. If it's gone, it wasn't meant to be, and if it's still there, then it might even be cheaper. Sample sales are notorious for getting cheaper as they go on. Sometimes it pays to play the waiting game.
It's all right to return to the scene of the crime.