@article{taskstructurereverseslayerwisestateencod, title = {Task Structure Reverses Layerwise State Encoding in Sequence Models}, author = {Yuhang Jiang}, year = {2026}, eprint = {2606.00926}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.00926}, }