[He does feel the surge of emotion, but he doesn't comment on it. Instead he continues, further elaborating.]

That is, combined with the dark influences from Chancelor Palpatine. The leader of the Republic, orchestrator of the Clone Wars, and secretly a Sith Lord. Anakin was close to him, and I find it likely that he exploited and manipulated Anakin's weaknesses to turn him to the Dark Side.