Fairness related to other professions seems to be a very odd metric. I fail to see why software engineers should feel guilty about WFH because others can't.

I mean I'd love to be able to enjoy a nice sky or a beautiful view of the sea while I'm working but alas, my work tool is neither a plane nor a boat.