I have tried quite a few things now. Nothing seems to work. The tutorial I found are outdated. And its hard to actually find out how gnome actually loads this icon. I have a special theme. I changed the icon in the theme package. Did not work. Open for any hints.
I achieved that using the tips mentioned in the Archlinux Wiki: