On 19 February 1942 Gurney was in Darwin with other Qantas crews when the first Japanese air attack on Australia occurred; he was sheltering near the Darwin Hotel when the post office was destroyed. Gurney was recalled to active service in March 1942 and was made Commanding Officer of 33 Squadron based at Townsville on 8 March 1942.