Assuming that the plug is still attached to the wires (as per the photo) then you are indeed correct.The plug will only go into the socket one way. Looking at your first picture there is a notch on the bottom lip of the plug which will correspond to the protrusion at the bottom right of the socket in your second picture.
You obviously didn't watch this: