Update: I seem to have figured out a way of preventing my screen issue. After booting my VM I need to go into Device Manager in the guest OS and remove the second "Generic PnP Monitor." If I enter multi screen mode after that it will load on both screens normally.
Edit: This does not work all the time. I am at a loss this makes no sense at all.