Two-dimensional UMAP projection of the scaled AGN disk-parameter feature space. Colors indicate the five Gaussian-mixture morphology bins used in this work; the GMM itself is fit in the full scaled feature space, and UMAP is used only for visualization. The projection highlights the continuity of the AGN disk-parameter manifold and the approximate separation of the phenomenological bins used for comparison with the TDE sample.