In 1945, Albrecht spent time in the "Führerbunker" serving in his capacity as an adjutant to Hitler. During the Battle in Berlin, he was last seen defending Hitler's Reich Chancellery with a machine gun. He is believed to have committed suicide on 1 May 1945, aged 41. His body was never found.