Luise was born Luise Adelheid Voss on June 7, 1913, in Grundy County to Rev. C.E.G. and Marie (Knospe) Voss. She attended country school and graduated from Sheffield High School in 1930. After graduation, she moved to Forest City where she met her future husband, John K. Hanson. The couple married on November 14, 1935.