Multi-Site Theme problem

I installed Multi-Site. I want to install a theme for the main site that controls everything and customize it, but I don't want users to be able to use the same theme as me. How do I do that? It seems like in order to get anything to work you have to network enable it, but them it is available to everyone right? Or is there something I am missing? Thanks in advance!