I have never had a unit manufactured by HP but a few points come to mind.
Have you checked manual; it should be on the C: drive?
Another option is the manufacturers web site; look for either FAQs or a Customer Service link.
Sometimes the recovery disk is on a hidden partition or stored as an ISO file. Check in `My Computer` and set the `Folder Options` to display hidden files.