> Or rather "fix", because I am still not sure whether the current behaviour can
> be useful or not

Suppose that you have computed OLS weights in a reduced space, as in a
PCR (principal component regression), and you want to visualize them in
the full space. That would be a usecase.

I must admit that I would find it fishy to use whiten=True in such a
scenario.