A 79-year-old female with a past medical history of hypertension presented with hyperglycemia, sudden choreo-dystonic movements characterized by stereotyped hyperkinetic movements, irritability, gait imbalance with recurrent falls, dysarthria, and dysphagia on examination. The patient had no neurological family history. The admission blood workup showed a 993 mg/dl glucose level, and the hemoglobin A1C was>14%. Routine CSF analysis reported increased glucose and protein. The serum autoimmune panel was positive for anti-GAD 65 302.6 U/ml, thyroid peroxidase, thyroglobulin, and anti-cardiolipin IgG antibodies. EEG showed diffuse brain dysfunction and epileptogenic potentials. Huntington's gene testing was negative. MRI of the brain showed involutional changes and leukoencephalomalacia. Infection and malignancy were ruled out. The patient was treated with five courses of IVIG without clinical improvement, in addition to Levetiracetam, for seizure management. Later, high-dose IV methylprednisolone resulted in a remarkable improvement in her symptoms. At one-month follow-up, the patient reported improvement in irritability, gait, balance, dysphagia, and dysarthria. She received long-term glucose control and physical therapy.