The son of John Jay Gergen, the Chair of the Mathematics Department at Duke University, and Aubigne Munger (née Lermond), Gergen grew up in Durham, North Carolina.
Gergen is married to Mary M. Gergen, Professor Emeritus at Penn State University, and a major contributor to feminist psychology and performance inquiry.