Yeah you’re right. And also part of it is that I simply don’t know enough deep physics to maybe start to get a more “intuitive” grasp on things.
But on the other hand I do feel there are cases where other fields have true explanations without punting. It’s not all the time but sometimes. My favorite example is evolution. We observe evidence that species evolve over long periods. Why? Natural selection. It’s the entire explanation. And I suppose in some senses it punts on the mechanisms of natural selection - genes and molecular biology rest on physics and chemistry after all. But in terms of the why, why does evolution happen, I feel we have a complete answer that has that feeling of intellectual satisfaction and completeness that is, at least from my lay perspective, lacking in physics.