Extending empathy to those whom I can't actually see just seems like the obvious thing to do since the fact that I can't see their faces doesn't appear to me to be a morally relevant feature of my situation and I know that if I could see them I would empathize.

So I'm not constructing an emotional justification post hoc so much as thinking about why anyone matters to me and then applying those reasons consistently.