You don't need to log out to do that!
Ensure the view filter is set to All Discussions before you click on a folder, or click the link in the notification banner to apply the current view to all folders.
If anything these changes are decided to help you find messages easier, so if you're looking for a thread you've seen you can pick a suitable view and then if you know which folder it was in, filter further by that folder.