Correct way to bake 'alpha' textures?

I’m trying to bake alphas or height information for use in programs like Substance Painter, but am not sure how to do this in Blender. When I use displacement baking with ‘selected to active’, the result is dimly lit and not flush with the plane-- even after adjusting distance/bias. What am I doing wrong?