Almost all of that wealth is concentrated in the sovereign wealth fund of the emirate of Abu Dhabi, because Abu Dhabi has by far the largest oil reserves. Next is Dubai, which has much less accumulated in its sovereign wealth fund, because it's nearly run out of oil. However it's done a lot to diversity its economy into finance, services, and tourism.
But as for the other five emirates, the picture is much more bleak. Nor is it like the US, where finances or taxation are co-mingled on the federal level to any serious degree. If California generates a lot of wealth relative to Alabama, you'd expect a lot to be redistributed. But Abu Dhabi will not be sending any of its enormous wealth holdings to Sharjah by any means.