[folivier]

That would work. The packing material has dried out and taken a set form from not being turned. So when you turn the valve it moves away from its set and can leak. Which brings up an idea to find and replace the packing material if possible.
This might be a possible replacement and is available at Grainger: http://www.antiseize.com/poly-temp-vsp-p...em-packing