 Wegener joined the pre-Nazi Party in 1932.Specifically, he was a member of the Sturmabteilung, a paramilitary branch of the Nazi party which participated in violent conflicts.As a relatively high-ranking military physician, he spent some of World War II in a medical office three blocks from the Łódź Ghetto, a Jewish ghetto in Łódź, Poland.