Carlson was born in Knoxville, Tennessee, on May 12, 1945, and raised in Minnesota; she was of Swedish descent. She attended the University of Iowa, where she received a bachelor's degree in speech and dramatic arts. She went on to teach for several months at a high school in Flint, Michigan, before moving to New York City, where she attended the NYU School of the Arts and received a master's degree