Guillain-Barré syndrome (GBS) is an acute inflammatory demyelinating polyneuropathy affecting both motor and sensory peripheral nerves. Typically presenting after a gastrointestinal or a respiratory tract infection, it manifests as ascending paralysis with concomitant areflexia in patients. Cytoalbuminologic dissociation is a supportive finding on cerebrospinal fluid (CSF) analysis. Due to variability in presentation, misdiagnosis and delay in treatment can occur, and consequently, GBS can become life threatening due to respiratory failure. We report ascending paralysis in a 36-year-old woman with known history of bipolar disorder who recently recovered from aspiration pneumonia following a drug overdose event. Given her psychiatric history, she was initially misdiagnosed as conversion disorder. Intravenous immunoglobulin (IVIG) therapy was initiated at our hospital due to strong suspicion of GBS, based on history and physical examination findings consistent with flaccid quadriparesis and impending respiratory failure. CSF analysis and radiological findings subsequently supported our clinical suspicion and clinical findings. Concurrent IVIG therapy, pain management, aggressive physical and respiratory therapy, and monitoring resulted in symptom improvement. One must have a high index of suspicion for GBS when presented with acute inflammatory demyelinating neuropathies in patients who present with ascending paralysis. Early initiation of therapy is key and can prevent life-threatening complications.