Changes

Thus the trace is the square of the distance between points (for H, between a point within a cluster and the cluster's centroid). The trace of a product is the product of the traces only under specific circumstances and not in general, though we likely meet those circumstances (no zero elements on the diagonal, or no points exactly on the centroids).