Welcome to Android Central! If you've gone through all of your message threads to make sure you haven't missed any unread messages, then go to Settings>Apps, tap Menu>Show System, and look for an app called BadgeProvider (or similar). Select it, tap Storage, then Clear Cache/Clear Data. Does the unread badge go away?