 Robinson's political career began in 1851, when he was elected to the Kentucky Senate as a Whig without opposition.He did not immediately seek re-election, but was again elected to the state Senate in 1861 over challenger James B. Beck.He was elected Speaker of the Senate on September 2, 1861, but resigned the post only a few days later.