I have also seen beiges in pet stores, but not too often (maybe once or twice, and I always have a habit of looking at the chins whenever I go...). Mostly I see standards. But either a pet store or breeder could be possible.
Also, to the TOV question, my avatar pic is of a brown velvet (beige...