I tend to agree. Most people I know who would label themselves as an atheist, myself included, do not have any supernatural beliefs, unless you get ridiculously nitpicky on the semantic side.

The term itself doesn't exclude belief in the "supernatural", but it is (as far as I can tell) claimed largely by people who don't have any belief in the "supernatural".