To remove all automation for a controller, select "Clear Automation" from the Edit menu.
This requires that the controller subtrack has focus. Click in the subtrack if you are uncertain.
Selecting "Clear Automation" will remove all controller values from the subtrack, and the text "Not Automated" will be shown.