In principle, state governments could follow the same countercyclical fiscal policy, except for one problem. States typically operate under legislative or constitutional limits on their deficits. The only way states could run deficits in recessions is if they had saved a store of assets in earlier booms.
This presaving strategy sounds nice in principle and is a good idea, but very few states actually follow it to a sufficient degree.