 He was part of the RSS-dominated Working Committee of the Jana Sangh in 1954, which ensured the ouster of the traditional politician wing led by the President M. C. Sharma.The Delhi branch of the party was dissolved and then reconstituted with RSS pracharaks at the helm.Madhok continued to be active in the Delhi branch of Jana Sangh, and won the Lok Sabha seat for Delhi in 1961.