It means "gender-neutral".
Physically, I am male and look male. Socially I also go by male pronouns. However, spiritually, emotionally, and mentally I don't really feel male or female. I'm also gender-neutral in that I personally don't feel like I can really fit into stereotypically male gender roles.
Gender identity, gender roles and gender expression are three different things.