When setting pages as featured, you specify a 'Featured Date' when editing your page. This date will be used to sort or display the pages when used in your templates.
If you no longer want a page to be featured you may:
- clear the Featured Date and save the page
- set the Featured Date to a date outside the range you will display
- set the page status to Hidden