Well, grab any file manager app (I use Root Explorer, or the free version thereof) and you could check the count of files in your photos folder (probably DCIM\Camera) and see if that number jives with the number of photos Google reckons you have in your gallery.

Root Explorer can only view local files and can’t hook up to Google’s cloud services at all. So by definition anything it’s showing is physically located somewhere on your phone.