You 
upset something when you disturb it. You can upset your 
stomach by eating bad food, or you can upset a 
pile of something by knocking it over.
But when most people say 
upset they mean to disturb someone's emotions, which often makes them 
sad and 
agitated. The child in the picture is upset.