This also has the benefit of making local manufacturing more competitive with overseas, since transportation becomes a larger part of the cost of goods. This would give blue collar workers back some of the leverage they've lost over the past decades.
So most people voting in just their short-term self-interest would do well to vote for this. And everyone gets the long-term benefit of civilization being less likely to collapse with massive resource shortages.
The challenge is explaining it well enough that people understand well that it's in their benefit. But I think "all the money from the tax goes into your bank accounts every month" would help a lot.
This will likely be repealed by voters via initiative[0] this fall.
[0] https://www.seattletimes.com/seattle-news/environment/initia...
More fun reading on our defacto gas tax:
https://www.king5.com/article/news/investigations/former-wsd...