 Pejani came back to Albania where he was arrested for anti-fascist and bolshevist activity and imprisoned in Porto-Romano near Durrës.He was released after Italy's capitulation.During the Nazi Occupation, Mustafa Kruja and Shefqet Vërlaci would encourage him of taking a more active role.