what was the real motive behind the Greater East Asia Co-Prosperity Sphere?

Answer 1

The twin motives of Japanese leadership and the exclusion of Western powers may have been the real motive behind Japan's "Greater East-Asia Co-Proserity Sphere."

Answer 2

It was the Japanese empire - simple as that.
No doubt some Japanese actually believed they were helping the people of Asia.