Explore Alabama: Geneva County is a comfortable rural community, striving to preserve the charms of small town living while planning and working for a better tomorrow. Geneva County is home to the Geneva Festival on the Rivers and the Slocomb Tomato Festival. The area offers some of the best farm land, hunting and fishing in the country.