The Japanese invaded Rabaul on 23 January 1942, and Page was taken prisoner. According to Gordon Thomas, editor of the "Rabaul Times", he was forced to perform manual labour and was "frequently kicked and beaten". Nelson Tokiel of the New Guinea Police Force recalled hearing that Page and 20 others had been imprisoned in a tunnel and "only occasionally, under heavy guard, allowed out to wash themselves".