Ok, so my question may have an obvious solution that I am not seeing since I am quite new to blender.
I was working on a logo project and when I came out of orthographic view the lighting was extremely weird.
It probably some setting I accidentally clicked. Or the matcap I have on.
I am using blender version 2.79 Attached are photos of the problem.