So, a likely scenario is: a new virus appeared, it swept through the population, caused serious disease, a bunch of people died, the survivors had better resistance to it, it settled as a mostly innocuous thing (such as the common cold) or disappeared completely, and the next generations remembered it as "the plague of emperor Fancy Pants" or something.