Showing category; ‘older entries’ leads to 404

Ok, I have a blog setup where the ‘main’ page is a listing of a single category. This is how it is.

The problem is this: when the surfer repeatedly hits the ‘older entries’ link to get back to the last entry, it eventually winds up to a 404. How can I stop that, and prevent the last ‘older entries’ link from showing?