After serving out his term as Collector of Customs, Patterson managed his business affairs and kept workinng politicaly inside the Republican Party. In 1918, the citizens of Benton and Polk Counties elected him to represent their district, returning him to the State Senate. In the Senate, he moved his way up and served as Chairman of the Ways and Means Committee.