Why did Massachusetts believe that the State government should have more power than the Federal government

People believed that with the federal government having too much power, it would be a repeat of Great Britian having controll over the colonies. They did not want a strong central government to take control of things they felt as if they had no say in the first place. Basically, they were trying to avoid an oligarchy,