In 1938, he was imprisoned for several months, charged with having taken part in the conspiracy of La Cagoule, a far right terrorist group.
As a right-hand man to Klaus Barbie (later convicted for crimes against humanity), de Bernonville participated in the establishment and enforcement of the Vichy regime's program of anti-Semitic policies.