Hmmm. Looking at the tone scale image, it's pretty obvious that each lower level is twice as well lit as the level above it, so the scale progression is properly described as exponential. However, I think we get so used to seeing these scales that we THINK of them in a linear fashion, and so applied lighting increments linearly. At least, that's the excuse I'm going to stick with.