There is pretty much zero scientific doubt that the higher mammals at least experience emotion, pretty much in the exact same way we do. At least the more basic ones, like fear, joy, etc. So yeah, dogs, cats, dolphins, elephants, etc, they have real emotions.
It gets murkier when you talk...