I think it was Dorothy Sayers that suggested that St Thomas had deeper insight into the Resurrection than the rest. St Thomas realized that, if Jesus raised Himself from the dead, it was conclusive proof that He was God. Thus he needed more than the word of others for that. Thus, his statement “My Lord, My God.”