I don't see Ahsoka dying immediately before SITH, because then it raises the question of why no-one mentions her during the entire movie. Why doesn't anybody say "Anakin, you're acting out of grief over Ahsoka!"? Plus at the opening of SITH Anakin is pretty chummy with Obi-Wan, not sullen and dark.