 Sampson's political career began in 1906 when he was elected county judge of Knox County, Kentucky, a position that he held for four years.In 1911, he was elected to the circuit court of the 34th Judicial District.He was re-elected to this post in 1916, but later that year, he was elected to the Kentucky Court of Appeals, which was then the court of last resort in Kentucky.