The true push for war came from Sumner, Stevens, Stanton and the rest of the Radical Republicans. Lincoln wasn’t fanatical like they were but he allowed them to pressure him into war.
That's funny - usually it's the lost causers who claim that it was Lincoln who agitated for war and the others who tried to hold him back.