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A 1984 hit for Van Halen, from the album 1984. It describes a feeling many school kids experience. The video expresses that emotion. The phrase pretty much explains itself.
Gene: Look at Miss Sheridan. She is stacked, dude!

Kenny: Got it bad, got it bad, got it bad
I'm hot for teacher
I got it bad, so bad
I'm hot for teacher
by Starpunk September 20, 2007
a person who has it going on sexually. a student's fantasy of a hot teacher.
The girl's blouse is hot for teacher.
by jahraja January 10, 2004