As in the previous section, where we demonstrated clustering of the test set embedded in the latent space, we expected to observe partitioning of each PC into areas of low and high AMP probability, and indeed in most cases we did. Because the task given to the models by the property predictor was essentially one of partitioning but there was no constraint on the manner in which to perform the partitioning, a partitioning of the latent space in any direction is equally expected; that is, higher probability of AMPs could be localized in various different areas across the PC.