In 1958, Vander Veen made an unsuccessful bid as the Democratic Party candidate to unseat incumbent Republican U.S. Representative Gerald Ford in Michigan's 5th congressional district. He became chair of the Michigan Fifth District Democratic Party in 1959 and was an unsuccessful candidate in the Democratic primary election for Lieutenant Governor of Michigan in 1960, losing to T. John Lesinski. He was chairman of the Michigan State Democratic Convention in 1960, and was a delegate to the state conventions in 1962 and 1964. He served on the Michigan State Mental Health Commission, 1958–1963, and the Michigan State Highway Commission, 1964–1969. In 1969, he was elected to the East Grand Rapids Board of Education.