Are they really nihilists?

A nihilist rejects religious principles and concludes that moral values are abstractly contrived and that life is without purpose.

That does not sound to me like most of the folks in question. I think a lot of them see big purpose in their lives (a purpose I find frightening) and have not rejected their interpretation of religious doctrine.