The giver feels ease after giving the weight to Jonas since he is giving endlessly every one of the recollections, influencing him "to feel" less burdened.
Every memory has a weight on you, regardless of whether they are glad. A memory will accompany you for eternity, and regardless of the fact that they are awful or great, it burdens you.