Anderssen's personal life was equally newsworthy. In 1926, she married Swedish aristocrat, Baron Hugo de Gylden; however, their marriage was short-lived and ended in divorce just a year later. The couple's tumultuous relationship was highly publicized, with rumors of infidelity and lavish spending.