You can sue if you want but what are your damages that you seek?
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If there is still time under the contract, then they could still negotiate. Also, what are your damages if they do not renew?
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If you never had an employment attorney review the contract before you signed, you should have it reviewed now and discuss your options with the lawyer. All legal documents should be shown to a lawyer before you sign it.