VM Stuck in "Pending" State on XenServer (orange/yellow icon)

This happens when some task is staled, in this case, from the XenServer console CLI:

1. Get the list of Pending tasks

xe task-list

2. Cancel the pending task

xe task-cancel force=true uuid=<the UUID from the above command>