Why did Count Olaf turn evil?

Count Olaf also revealed that poison darts were used to kill his parents, making him an orphan. He believed that because Lemony Snicket's sister, Kit, smuggled poisoned darts to the Baudelaire parents at some point, that they were the ones responsible for his parents deaths.