VJ stood for Victory over Japan Day- at the end of WW 2 when Japan surrendered. August 15 is the official V-J Day for the UK, while the official US commemoration is September 2, since that was the date the surrender documents were signed. The name, V-J Day, had been selected by the Allies after they named V-E Dayfor the victory in Europe.