Looking closer, we identify a key statistic driving localization: excess kurtosis of the pixel marginals. When it’s negative (i.e., the data have sharper “edges”), localization emerges; otherwise, localization is suppressed. This holds beyond our single ReLU neuron, too. (7/10)