@article{whencontextmisleadssurprisalenergyandatt,
  title = {When Context Misleads: Surprisal, Energy and Attention Entropy as Metrics of Coherence Illusions in LLMs},
  author = {Ece Takmaz and Nitin Kumar and Li Kloostra and Jakub Dotlacil},
  year = {2026},
  eprint = {2606.21203},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.21203},
}