Facebook recently underwent a redesign, which meant that old designs were scrapped to make way for new ones.
In the old "classic" Facebook design, featured photos were displayed as static pictures, but in today's modern design, the photos are organised in "story" form, similar to Instagram's highlights.
Since the old Facebook design has been gotten rid of, you can't access the old Featured photos look.