I believe this is located on the recovery partition. Sounds as if something else is finding it's way there. I do not know HP but can you look via Windows Explorer at your D(?) drive and files? You could see file and folder sizes with Treesize, a free programme:
You may have to allow "Show hidden files" in D drive.