We may say "you had better leave now / you'd better leave now", which means "it will be better if you leave now", which also means "you should leave now". Here you're making a statement. I wouldn't say "hadn't you better leave now" - that doesn't sound right to me.
New words, one handy idiom, and a 2-minute quiz — delivered to your inbox to keep your streak alive.