How did federalists feel about the war of 1812?

Yes, the Federalists opposed the War of 1812 because they were sympathetic to the British during the French Revolution and remained their supporters. This was the main cause in the Federalists decline in power, as they were painted as unpatriotic by the Jeffersonian Republicans.