Influenza pneumonia is an inflammation of one or both lungs caused by an acute viral infection. If you have influenza pneumonia, the air sacs in your lungs fill with pus and other infected fluids. This makes it difficult to breathe, and the blood is poorly supplied with oxygen, making you feel weak and lethargic.