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The song's music video was directed by Matthew Barry and Maureen Egan. It depicts the band performing the song outside of an elementary school. Inside the school, a boy becomes infatuated with his female teacher and makes attempts to impress her. When the teacher writes "you scare me" in the boy's yearbook, he is humiliated in front of the class and the other children laugh at him. He stands outside the classroom window and removes his tuque, revealing a pair of devil-like horns as the teacher is consumed by smoke.