Choose custom power button action in Gnome Shell
Install dconf-tools:
sudo apt-get install dconf-tools
Press alt+f2 and open dconf-editor (or in a terminal type dconf-editor)
Navigate to org.gnome.settings-daemon.plugins.power
and set your default button-power action there:
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Double click the button-power item to make it bold. Now it should work.