Thank you both. I was sure, I clicked on outputs, but it seems I did not... .
The plug was set to default off, but the problem seems to be home assistant and the shelly addon. They just do not recognize the state of the plug, after it gets power. If the plug was turned on, when it looses power, home assistant reports it as still turned on, after the power comes back.