Did dawn fraser really take the flag from the emperor?

According to the IOC, yes. The IOC says she was arrested for stealing the flag from the entrance of the Emperor's Palace in Tokyo. However, she apologized and charges were dropped and the Emperor gave her the flag as a gift.