TENNESSEE LAKES Bedford County Lakes There were 5 lakes found in Bedford County, Tennessee. Bedford Lake SIZE: 50 acres Catfish Lake SIZE: 17 acres Elaine Lake SIZE: 30 acres Joe Tillet Lake SIZE: 17 acres Spring Lake SIZE: 12 acres