This chapter examines how diagnostic labels operate as stigma‑carrying devices and how the Spillover Effect contaminates credibility across domains. It critiques three dominant narratives (tragedy, superpower, social construction) and uses NPF/CNI to explain why stigma is so resistant to evidence. It connects stigma to epistemic injustice and ends with a personal reflection on the practice of noticing categorical bias.