Stopping a virtual machine is similar to a hard shutdown. This should only be done if the machine is not responding.
Go to Virtual machines from the main menu, select the virtual machine/virtual machine instance role that you want to stop.
On the command bar, click on Stop. In the pop-up message click on Yes.