Castle Rocks (Oregon)Castle Rocks, located in Jefferson County, Oregon, is an extinct stratovolcano in the Cascade Range.GeographyCastle Rocks is located east of Mount Jefferson, north of Green Ridge, northeast of Black Butte, and west of Madras, Oregon.GeologyCastle Rocks is an extinct volcanic center that last erupted in the Miocene.