Hi, lorac,
Should be straightforward.
Left-click the Avast ball in the system tray, select "standard shield" then "customize" then "advanced" tab. Untick the box that says "Show detailed info on performed action". You may need to do this for some of the other shields, too, depending on where you made the change. The other likely candidate is the web shield.