I also thought of another reason not to feel guilty...
You're teaching your children, by example, how to be kind to animals!
Of course they're jealous...doesn't everyone want to be talked to and kissed like we treat our furbabies? If I'd treat my 15 yr old son that way, he'd push me away and say, "cut it out, Mom." Therefore, I do it to my dogs!