Somerset is an unincorporated community in Orange County, Virginia, United States.Frascati and Tetley are listed on the National Register of Historic Places.The climate in this area is characterized by hot, humid summers and generally mild to cool winters. According to the Köppen Climate Classification system, Somerset has a humid subtropical climate, abbreviated "Cfa" on climate maps.