Trapp was born in Pittsburgh, the son of Frank and Mary (Anderson) Trapp. He earned a BA from Carnegie Institute of Technology and a MA and PhD from Harvard. Trapp was on the faculty at Williams College and later Amherst College, where he was the Director of the Mead Art Museum for 20 years.