Britney Spears walked off the set of “X Factor”  and several people in the audience noticed that she was upset after a contestant butchered her song, “Hold It Against Me.”

Britney did not come back immediately … and four contestants auditioned in front of the remaining judges … and one empty seat.

The show is reporting that she did not walk off but “Just took a short break.”