-- I was trying to do a 'short-circuited' PCA myself, but clearly came off the rails somewhere.
Given the eigenvector approach I thought that might be the case.
I still wish I could figure out why the scale of my ellipses is incorrect....
Maybe if you lay out my math next to yours and try to reconcile the results you get at each step you could figure that out.