During the 1793 Philadelphia yellow fever epidemic, many Black residents did not evacuate the city along with the rest of the population. They remained behind because of the false belief that Black people were naturally immune to the disease. In this text, we explore where misconceptions about racial immunity came from, and the impact these misconceptions had on the health outcomes of Philadelphia’s Black population.