Armstrong was born in Tokyo to a Scottish father, Hunter Armstrong, and an Italian mother, Sylvia Sepielli. Her mother designs spas for resorts and her father teaches soldiers close combat training. Armstrong lived in Japan for five years, before moving to Hawaii and later Sedona, Arizona where she grew up and attended Sedona Red Rock High School