Empathy is not rational. It’s more based on ability to relate to others experience. We are more empathic to people closer in our life and to people who made similar experiences as we. The same goes for animals, we have much more empathy towards pets and animals we perceive as intelligent. But it would be nice if we expanded our empathy - but first it need to include all humans and even that is quite the large asking.