DELETED EMAILS MOVED BACK TO SPAM FOLDER INSTEAD

I received two stupid spam/phishing emails that were appropriately delivered to my Spam folder.  When I deleted these, they were moved to the Trash folder.  Great!...or so I thought.  When I tried to delete them permanently from my Trash folder, they simply moved back to my Spam folder.  I tried a number of times to delete them permanently, but they just keep getting moved back to the Spam folder.  This has not happened with any other emails, and I have done a Microsoft Live Essentials repair.  Anybody have any ideas what's going on and how to permanently get rid of these stupid spam emails?