Figured it out
Ok so I figured it out and thought I would post the solution here in case anyone else ran into the same thing and needed help.
It can be controlled in the database. In the database table "pg1_gallery", the rows "design" and "theme" are where you can set the default design.
Too bad this isn't integrated into the administration of it. Hopefully in a future version!?!