In 1920, Dehler joined the liberal German Democratic Party (DDP) and in 1926 was elected district party chairman in Bamberg.
Dehler grew up in a Roman Catholic family, but in 1927 he joined the masonic lodge Zur Verbrüderung an der Regnitz in Bamberg.