Hot Springs County, Wyoming. Hot Springs County is a county located in the U.S. state of Wyoming. As of the 2010 census, the population was 4,812, making it the second-least populous county in Wyoming. Its county seat is Thermopolis. The county is named for the hot springs located in Hot Springs State Park.