I'd expect the drive would start up, load its on-board OS, and then fail its POST as it can't reach the host. This would be indicated if both the power and fault LEDs turn on and stay on.
My reading of your initial post doesn't make it clear to me (this is mostly likely my fault 🙃 ), but have...