My guess would be that if you get to your details via Project Map in navigator, the current layer settings (or layer combination) would apply. Alternatively, when you navigate via a saved view, the layer combo saved with that view is applied, along with other settings (scale, display settings, 3D settings, etc.)
Simple answer: when you first view your newly created detail, set the scale, layer combination, display options as you want them, "Save current view" in View Map, and use this saved view to navigate back to the detail. You can change these settings using the "Get current window's settings" button in View Settings if you need to. I (and probably most others) sort my views into separate folders for Plans, Sections / Elevations, Details and 3D views, and very rarely even go to the Project Map.