Apple Watch low power mode

I’ve charged my Apple Watch 6 for the last 2 days. And it shows a small green bold when it’s on the charger but as soon as I take it off it turns red and I can’t do anything with my watch. I’ve tried to hold the power button but nothing happens. What else can I do?