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This Article illustrates, through sociolinguistic analysis, how an adjudicator’s biases against certain narrative styles can influence his or her assessments of credibility, treatment of parties, and decision-making in the administrative law setting. Poverty lawyers have long observed that many claimants in the administrative state continue to face procedural and discursive obstacles. Applying insights from a growing field of inter-disciplinary research, including conversation analysis, linguistics, and cognitive studies, this Article builds upon those observations by more precisely exploring through a case study of an unemployment insurance benefits hearing how structural and narrative biases can work to deny an applicant due process and exacerbate unequal power dynamics.