The story
Pun on two senses of off, with the implication that a couple at a prom are likely to have sexual intercourse. Compare off like a bride's nightie.
Etymology from Wiktionary, CC BY-SA 4.0.
off like a prom dress
Today it means: Making a start, or departing, very rapidly. Full definition →