Given that this is caused by a gasoline shortage, the price will begin to drop by the end of summer and so will his poll numbers. Going for Bush is that he hasn't lost his nerve, which is what happened to Johnson, Nixon and Carter. Bill Clinton, to give him his due, didn't cave either.
If the gas prices drop this summer Bush's approval numbers will rebound, not go down.