My experience quite often is that if I get in a bad state, the things that usually bring me joy just no longer do. In some cases they even produce more sadness.

It depends on my negative thought loop. If it's more existential anxiety the things that bring me joy sometimes can help. Other sources of negative thoughts they definitely don't work on.