Actually, there's a scientific explanation for this. The human sclera (region around the iris) is suggested to be white because it was advantageous to know the intentions of our fellow tribesmen. Our ability to see emotions reflected in other animals, without whitened sclera, is therefore difficult -- it doesn't mean they aren't feeling anything.