Let them enjoy it. Fantasies are the only time they ever get to experience what they think winning must feel like.
You know, I hadn't given it a lot of thought before, but I really doubt NK appreciates China much for the way they get treated. What on Earth could China realistically do if North Korea turned on them openly, with US backing?