Geneva County is a county located in the southeastern part of the U.S. state of Alabama. As of the 2020 census, the population was 26,659. Its county seat is Geneva. Geneva County is a dry county. However, beer and wine are sold in the city limits of Geneva, Samson, Slocomb, and most recently in Hartford, after residents voted to become wet in a 2022 el…Geneva County is a county located in the southeastern part of the U.S. state of Alabama. As of the 2020 census, the population was 26,659. Its county seat is Geneva. Geneva County is a dry county. However, beer and wine are sold in the city limits of Geneva, Samson, Slocomb, and most recently in Hartford, after residents voted to become wet in a 2022 election.