Because the goblin serum, while giving him super strength, made him batshit insane. One of the points made when he was cured was that he was a bigger threat due to actually being sane.
Spider-Norman has the ruthlessness of Norman Osborn and the powers of Spider-Man without the insanity of the Green Goblin.