That's an easy fix.
When you took off the head to change the mouth piece/ eyes, you just need to bend the cape at the shoulder that is not sitting flat down so that when you put the head back on again, it'll be flat against the shoulder.
Thanks for the tip. According to the tracking my figure has arrived at my local post office so hopefully it's delivered tomorrow. My first wired Batman cape.