Zechariah's silence

I always thought that Zechariah's silence was a punishment because he doubted the Angel Gabriel's message. But come to think of it, silence is how we respond when we come face-to-face with mystery. We don't have words, we can only be silent. It is as if when we open our mouth something that is sacred becomes profaned.