Fresh install with Gnome, disconnecting form internet after time.

I have a debian box physically in another location, and would like it to stay online. I put a fresh install on it, including gnome, then rebooted it without a display attached, with the plan to ssh into it later. After about 20 minutes, it disappears from my router page (via vpn, all other devices are still connected) I turned...