Japan's real motive was simply to control Malaysia for its own ends.
And as in Burma, the Philippines, and Indonesia, Japan appealed to Malay nationalism to throw off the Western imperialist yoke in a movement of Asian solidarity an  Asia for the Asians  spearheaded by Japan's Imperial Army.