This reminded me of a news article I read about "eigenfaces" as a facial recognition method way back; here's its corresponding Wikipedia page: https://en.wikipedia.org/wiki/Eigenface
Really, there would be "eigenshapes" for any arbitrary configuration of 3D space. That we can smoothly transition from one face to the next in a higher dimensional matrix is no surprise.