Girl, if you want him, and he's already asked you and you said no, then ask him. I bet he'd be flattered! You can be all serious about it, or you can just be casual. If it were me, I'd just say, "Hey baby, let's get married." You've been together a long time!
Good luck! And tell us how it goes if you decide to do it!