Peterson's father, Donald Peterson, was a prominent leader in the Democratic Party of Wisconsin in the 1960s and 70s. He led the state's delegation to the 1968 Democratic National Convention in Chicago, where he supported anti-war candidate Eugene McCarthy and joined protests taking place outside the venue. Donald Peterson later ran in the Democratic primary for the 1970 Wisconsin gubernatorial election, but was defeated by the eventual winner Patrick Lucey.