I was just at our Joann's yesterday, and they did not have any fat quarters unless it was cut by them and in those little bundles that they sell or in a Quilt kit.
The manager said that at ours they are getting ready to remodel. Which they are looking for help and I applied... So maybe they will get more after they are done remodeling (at mine at least).