An exclamation used in the event where someone changes his or her mind about giving something to someone else.
The word "soup" may be replaced with the object at hand; the reference to the show can still be very obvious if the speaker uses the correct tone of voice.
This is the catch phrase of the soup nazi from Seinfeld.