Wahrhaftig spent most of his career as a closeted homosexual, but he came out as a gay man during his acceptance speech for the Geological Society of America's "Distinguished Career Award" in 1989. He had a close personal and professional relationship with the geophysicist Allan Cox that lasted until Cox's death in 1987.