J.B.
I experienced this with my son when he was around 2 and it dropped off around 2-1/2. They just pick up on others emotions I guess. I was worried too but I think they just grow out of it. I just told him it was ok and that the other kid was sad but he had done nothing wrong. I seem to think that he thought he had done something to cause the child's sadness. Hope this helps.