Green’s Dictionary of Slang

(US campus) an expression of commiseration or resignation.

1996

Eble Sl. and Sociability 37: Two kinds of shortening reduce words to letters. The dominant type in college slang is initialism, which names the individual letters: [...] TSH (that shit happens).