I've been searching around for a long while now. There seem to be plugins available for this, but hardly anything that is current.
Many of the plugins I have already tried do not work correctly with WordPress 3.8+
My needs are basic. All I want to do is load another theme if I am logged in as an admin, so that I see a different front-end.