Does the tax treaty cover State as well as Federal taxes?

This varies from state to state but most do not recognise the tax treaty. If you are still considered a resident of a State you may still be liable to pay income tax in that state (the threshold for this varies from state to state but can be as basic as still owning property in that state). It is important to be aware of your remaining connections to a state and how these might affect your tax liability.