What length of password equals 256 bits of entropy

I'm using encryption on my entire HDD (AES 256), and I'm wondering what length password I would need so that the password is also 256 bits. As we all know, the password is usually the weak link with encryption, so I think this is a good thing to know. The password will be made up of letters (capital and small), numbers and punctuation and be random.