only confident red is down here confident blue is up here and everything in between is unconfident and third if you look at the singular value decomposition of the hidden layer and that's kind of a measure of how spread out in the different dimensions a dataset is you see that the manifold makes up here in green it concentrates or it it real owers the singular values of the kind of lower indexes so the first singular value is large which means that there is like a dominant direction in the in the data and this is