A Democrat, Sterling defeated former Governor Miriam "Ma" Ferguson and several other candidates in the 1930 primary race for governor.
Sterling's gubernatorial secretary, Jessie Ziegler of Houston, apparently exerted wide latitude in his administration of the office.