Paterson was born in Stockholm, Sweden in 1890 as the eldest of eleven siblings, including one brother and six sisters. As a teenager, Paterson performed around Sweden, including as the principal dancer of King Gustav V of Sweden, reportedly his favorite performer. At age 14, she left her hometown of Sundleyberg to become an actress in America.
