How to enable vibrate only setting on iPhone 5S?

I don't want my phone to vibrate when on silent but is there a way to make it vibrate with no ringer? I can only set the ringer to a low setting that still makes noise to get a vibration.

Could just switch silent switch to on. It would of course vibrate, & make no sound.