An NPN emitter follower turns off if its emitter is not pulled negatively enough by its load to keep the base-emitter junction forward biased enough to keep current flowing through that junction.
When M. Hamed's input signal swung negative, the output capacitor held the emitter very near the zero signal voltage, while the base swung negatively. This base swing eliminated the base-emitter junction forward bias, and turned the transistor off, leaving only the feeble 5k pull down resistor to slowly discharge the output capacitor, while passing a tiny current through the 8 ohm speaker in series with them.