It's the same with all the other sub-forums, such as Suggestions. Don't know if it's by design.
You can see the "Mark channels read" button in the main Story forum view.
This is 100% a guess, but it might have something to do with the reorganization. What is now Story didn't have any subforums prior to the change, if I recall correctly.