 Jones sought the Republican nomination for Governor of New Jersey in 1961, and at the start of the campaign he was considered the front-runner.He lost a particularly bitter primary contest with former U.S. Secretary of Labor James P. Mitchell.Mitchell beat Jones by 41,635 votes, 44%-35%.