Find the contact in the 'People' list; then:
If you want to delete the contact completely, choose the contact, click the menu & you'll find a delete button.
If you just want to delete the contact from your Favorites list, from the menu, click 'Edit, find the 'Group' drop-down, & uncheck 'Favorites'
Hope that's the info you were looking for