The story
Initialism of let's just be friends, as opposed to being lovers.
Etymology from Wiktionary, CC BY-SA 4.0.
LJBF
Today it means: To ask (somebody) to remain a platonic friend; to turn down the offer of a romantic or sexual relationship. Full definition →