彼 is composed of 彳 (step with the left foot) and 皮 (skin, leather). Skin is thin, while 彳 is the picture of a road, means encounter, this extends to relationship. Therefore, 彼 indicates a relationship that is not intimate (thin), that is, a relationship other than me and you.
