A 65-year-old man with hypertension, hyperlipidemia, transient ischemic attack, and a known left hilar lung mass presented with worsening dementia, behavioral changes, and refractory seizures. He was initially admitted to neurocritical care after a generalized tonic-clonic seizure requiring ventilatory support. Following discharge, his family noted transient improvement before sudden onset of agitation, noncooperation, inability to follow commands, rigidity, intermittent jerking movements, and rapid memory decline, prompting readmission. On examination, he exhibited startle myoclonus, disinhibited behavior, restlessness, nonverbal status, and bilateral lower extremity hyperreflexia. Brain MRI and MRA were unremarkable. Lumbar puncture revealed anti-GABA-B receptor antibodies in the CSF. He received five days of intravenous immunoglobulin and methylprednisolone, leading to neurological improvement; he became calmer, minimally verbal, and able to follow simple commands. Subsequent chest CT demonstrated a left lower lobe infrahilar opacity, and biopsy during a later admission confirmed SCLC. He remains on antiepileptic therapy and has initiated oncologic treatment.