This paper introduces Effective State-Size (ESS), a metric measuring how well sequence models utilize their memory by analyzing the rank of input-dependent transformation matrices. ESS reveals that models with high memory utilization are harder to distill, and that effective ESS modulation correlates with better performance on recall-intensive tasks.