From an early age, Bouvier was an equestrienne who competed in the sport. She took ballet lessons and learned many languages. She spoke English, French, Spanish, and Italian. In 1935, she began going to Manhattan's Chapin School. One of her teachers called her "a darling child, the prettiest little girl, very clever, very artistic, and full of the devil".