Funny I'm almost having the exact same kind of problems with Chase at the moment. This bank has gotten so big they think they can do whatever they want.
Actually the last poster is wrong. They may report to credit bureaus that they closed your accounts and this could negatively effect your credit. If this does in fact happen, you could sue for filing false information on your credit report. Obviously you would need to consult an attorney in your area for further information.