Vélez's death was recounted in the 1959 book Hollywood Babylon by Kenneth Anger. In Anger's retelling, Vélez planned to stage a beautiful suicide scene atop her satin bed, but the Seconal she took did not mix well with the "Mexi-Spice Last Supper" that she had eaten earlier that evening. As a result, Anger said she became violently ill. Instead of dying on her bed as planned, Anger claimed that a dazed Vélez stumbled to the bathroom to vomit, slipped on the bathroom floor tile and fell head first into the toilet, where she subsequently drowned. Anger claimed that Vélez's "chambermaid" Juanita found her mistress the next morning. Despite the fact that Anger's version of events contradicts published reports and the official ruling, his story became something of an urban legend and is often repeated as fact - it was recounted in the pilot episode of the television comedy series Frasier, and also referenced in an episode of The Simpsons. Vélez's biographer, Michelle Vogel, points out that it would have been "virtually impossible" for Vélez to have "stumbled to the bathroom" or even get off her bed after having consumed such a large amount of Seconal. Seconal, a barbiturate, is noted for being fast acting even in small doses and Vélez's death was likely instantaneous. Her death certificate lists "Seconal poisoning" due to "ingestion of Seconal" as the cause of death, not drowning. Further, there was also no evidence to suggest Vélez had vomited.