No, chest pain is not always a sign of a medical emergency. However, since it can be, or sometimes might be the only symptom, you should always have a medical professional diagnose new or unknown chest pain, especially if it continues to worsen or is accompanied by other symptoms like shortness of breath, sweating, and dizziness.