[renewiltord]

So is it actually the case that normalizing down and then mapping to the k-1 plane yields a useful (for this purpose) k-1 space? Something feels wrong about the whole thing but I must just have broken intuition.

[kccqzy]

I do not understand the purpose that you are referring to in this comment or the earlier comment. But it is useful for some purposes.