Android - Completely "Mute" my Android Phone?

After exploring a little more, I found this solution:

• Click your device "home" button;
• Tap "Settings";
• Tap "Sound";
• Tap "Vibrate";
• Select either "Never" or "Only when not in Silent mode".

That's it!