This is actually an enormous pet peeve of mine. Fae, fay, fairy, faery, and faerie are all perfectly fine nouns we can use to describe that particular class of supernatural beings (or in the case of the forms that end in "-ry," the realm that they come from) — all cognates, all Latinate...