They take office at noon on January 3rd. They take the oath and are sworn in “as soon as the Speaker is elected and sworn in,” which is usually the 3rd., too, which is why all the kiddos showed up for the ceremony that never happened.
IF NO SPEAKER-—NONE of them are technically “in office”.