I don’t get the gender neutral either (using Gboard on an older Android). Which is a bit odd because as far as I can tell gender neutral is the base character, and the male and female versions are customisations that are applied as if they were accented characters.

I’d rather have them all as no-gender, no-race, generic little yellow peeps but eh…