Federalists
To clarify: the Federalists were a popular party that existed from the late 18th to early 19th century. They controlled the federal gov't until 1801. Their main ideology was the notion that a stronger, bigger federal gov't was needed - as the name implies. They were dissolved in the 1820s as the party died out.