A method of operation of a navigation system includes: detecting a vehicle abrupt maneuver; scanning a vehicle environment for a road hindrance; identifying a cause of the vehicle abrupt maneuver based on the vehicle environment; determining a classification as a provoked maneuver or an unprovoked maneuver based on the cause; and generating a message based on the classification and the cause for displaying on a device.