Conservatives in general oppose welfare
Only for "other people". They're more than happy to receive it.
so "ungrateful" is hardly a useful label either
I think it's okay. They think they deserve the handouts they'd deny to others because they believe themselves to be the "right kind of people" who "deserve it". 'Grateful' isn't an emotion I'd associate with them.