When we look at faces our eyes look at the left side (the persons right side) of the face first.  When we express emotion, our faces become asymmetrical.  The majority of the emotion comes out on the right side of the face.

When looking at humans, dogs look at the left side of the face first as well.

From a Nova special on dogs.