This measure captures housing costs. They have gone up just about everywhere, but several highly populated areas in California are amongst the most expensive in the country. They also have very high gdp, of course.

So if it’s California’s (or anyone’s) “fault”, it’s because they didn’t build enough non-market housing. Which I would agree with.