Throw that L up in the air
We gon' have you do this shit
All motherfucking night so get used to it
Get used to it
This is for my man Big L, word 'em up

from Big L (Ft. MC Guru) – The Big Picture (Intro) Lyrics on Rap Genius

Meaning

They got the crowd to throw up hand gesture’s that looked like L’s.

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