It is by design that your position in the message list for that folder is remembered until you restart the application.
You don’t need to. Just click on the Unread Favorites folder to see all new unread messages.
However, I have added your recommendation to the feature request list, so it may be considered for future development to provide an option NOT to remember your position in folders.