The LED goes out after only 5 or 6 seconds! Is my generator broken?

No. The referencing circuitry has detected impurities in your water and the voltage has decreased to the referenced shut down point. It was fooled into thinking it was done. USE ONLY THE FINEST PUREST DISTILLED WATER!