Why are aircraft flights sometimes identified as heavy?

Aircraft have a maximum weight they can lift for a given altitude, so if they are on the limit of their weight allowance, they will be described as 'heavy'.

However this is not to be confused with a heavy lift capacity, which is a large aircraft that can haul large and heavy items, such aircraft are generally used by the military for transporting and rapidly deploying such items as Tanks.