(idea) by Jargon Thu Jul 19 2001 at 9:24:14
geek out = G = gender mender

gen /jen/ n.,v.

Short for generate, used frequently in both spoken and written contexts.

--The Jargon File version 4.3.1, ed. ESR, autonoded by rescdsk.

I like it!