The deficit rose because spending increased. Had Congress held spending at the same level the deficit would have went down because revenues went up in 2018, to record levels."Paid for itself" would mean the deficit would be reduced.
That didn't happen.
That also was dependent on sustaining growth at that level, that's not what is going to happen.