Help needed with Featured Products at category level.

I cannot figure out how to remove featured products from the category pages. I want the featured products only on the main page, but not when you select a category.

Also when I have no products assigned as featured products for a category, the words featured products still show up.

I am using ZenCart v1.3.7.1.

thanks.