If a given sprite is referenced in the active hierarchy, then the atlases that hold that sprite is loaded. If your 4 logos and 2 other sprites are all in the same atlas, it will only load that single atlas.
If anything else is active in scene you're loading, then those will be loaded too.
I'm not sure where you can actually see what is loaded - maybe the new fancy memory profiler?