gender neutral

Can Somebody PLEASE Explain Gender-Neutral To Me?
I'm not afraid to say it. I don't get it.
Straight, gay, lesbian, bisexual, transsexual, transgender. I get all of those. While I don't necessarily agree with some of them, it's clear to me that it's one gender or the other.
So what on Earth is gender-neutral...