So here is the problem.
Whenever a machine goes to poweroff or sleep mode, there will be an event generated and which will send to ePO. This is expected.
As long as the VM is running, you wont see any events like this.
Thanks rajinp - I appreciate your response.
I was hoping that was going to be the answer / case but I'm very grateful for the second opinion.