In 1938, Argyle married German film director Curtis Bernhardt (1899-1981), known as Kurt, after their son Steven was born in February 1937. When war broke out in Europe in 1939, the family fled Nazi Germany for the safety of America, eventually settling in Los Angeles.[17] At age 36, Argyle died of a sudden cerebral hemorrhage while visiting her husband in New York.