Can someone explain a trailing stop?

I've read the Investopedia entry on a trailing-stop, but what I don't understand is this: If ';the price of the stop-loss adjusts as the stock price fluctuates,'; then when the price goes down, the stop-loss point goes down too, and it would never be executed.