@article{shadowsintheattentioncontextual, title = {Shadows in the Attention: Contextual Perturbation and Representation Drift in the Dynamics of Hallucination in LLMs}, author = {Zeyu Wei and Shuo Wang and Xiaohui Rong and Xuemin Liu and He Li}, year = {2025}, eprint = {2505.16894}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.16894v1}, }