Sounds like a virus with a sense of humor.
I would do a full system scan with different virus software. (Maybe a system restore)
If you want to troll whatever is causing this, try running task manager all the time, while you do the things you want to do with your PC.
^ Not really a fix, but would be fun to try, just to see what happens.