The nerdy part of a person's personality. Includes any geeky or dorky qualities that may be hidden from the outer world. For example, one's inner nerd may become excited about science fiction novels.
It is probably healthiest to learn to accept and love your inner nerd. So what if you like science fiction books and documentaries on marsupials. That's what makes you unique!