The silhouettes anchor this. That simple frame with three figures stepping through, the composition knows exactly what it's doing. The negative space around them isn't wasted, it's holding the weight of the scene.

I always wondered how to get that kind of depth with silhouettes, where they feel like they're coming toward you instead of just flat. You nailed it.