If you say that you would just as soon do something or you'd just as soon do it, you mean that you would prefer to do it.
They'd just as soon I didn't know the truth.
I'd just as soon not have to make this public.
I'd just as soon you put that thing away.
She'd just as soon throw your plate in your face as serve you.