Toxic speech inflicts damage to mental and physical health. This process can be chronic or acute, temporary or permanent. Understanding how toxic speech inflicts these harms requires both an account of linguistic practices and, because language is inherently social, tools from epidemiology. This paper explores what we can learn from two epidemiological models: a common source model that emphasizes poisons, and a propagated transmission model that better fits contagions like viruses.