I found the answer to how to create a persistent mapped drive here: Map a network drive to be used by a service
I used the sysinternals tools to set it up and it works perfectly. The server was cloned and now it shows up there as well. Using the sysinternals tools, I am able to delete it, but it shows back up on reboot. Nothing I try seems to work.