Every time the door swings open this week at the county courthouse in the tiny south Georgia town of Statenville, six election workers have a moment to hope that someone is coming to vote.

Steve Gooch, a Dahlonega Republican who recently stepped down as the Senate’s majority leader, raised $1 million. John F. Kennedy of Macon, who outranked Gooch as the Senate’s president pro tempore ...