This short article introduces the concept of political vulnerability for social media researchers. How are traditional notions of harm challenged by research subjects in politically vulnerable communities? Through a selection of case studies, we explore some of the trade-offs, challenges, and questions raised by research that seeks be robust and transparent while also preserving anonymity and privacy, especially in high-stakes, politically fraught contexts.