Electronic devices, unless totally removed from a power source, are never off. They are always on, in some manner.
I do not have an iPhone, but I do have Android devices. Google acts as an omnipresent (cloud based) device manager, meaning that any text message sent from or to a specific email account will be available to all devices. So it does not matter if a specific device is turned off.