We present and discuss a case of a 48-year-old woman who developed muscular rigidity and acute pulmonary edema after the administration of a lower dose of fentanyl as the primary agent during the induction of anesthesia. The patient experienced difficulty in breathing and could not be ventilated using an O_2 mask and was thus immediately administered a 1.5-mcg/kg bolus of fentanyl. Other clinical symptoms such as loss of consciousness, tight mouth closure, thoracoabdominal rigidity, and rapid peripheral capillary oxygen desaturation also developed in the present case. Airway compromise was treated by endotracheal tube intubation followed by an intravenous administration of thiamylal sodium (300 mg), rocuronium (50 mg), and propofol (100 mg). Acute pulmonary edema was diagnosed because there were observations such as high peak airway pressure, an ascending slope of graph on capnogram, chest auscultation with rales over bilateral lungs, and pink foamy secretions spilled over from the endotracheal tube. Postoperative plain chest X-ray confirmed the diagnosis of acute pulmonary edema. The patient had no history of asthma or any pulmonary or cardiac disease. The occurrence of pulmonary edema could only be explained as negative pressure pulmonary edema due to fentanyl-induced muscular rigidity that resulted in glottic closure with the involvement of all skeletal muscles. Opioid-induced muscle rigidity, although uncommon, may result in life-threatening respiratory compromise and requires a high level of suspicion and prompt intervention.