Torvsjö is a village in Åsele Municipality, in Västerbotten County, Sweden. Torvsjö lies at 389 m above sea level. The nearest city is Örnsköldsvik, 141 km to the southeast. Among the landmarks around are Åsele Church (25 km) and Torvsjö forestry museum (1.5 km).