Why do headphones/speakers go quiet when bass is played?

Its happened to everyone, your playing an awesome song, then the drop comes and everything goes quiet.

Why is it that cheap headphones/speakers are unable to play low bass sounds?

And why don't they just keep playing what they can, why does it go quiet?