The Samurai originally meant "one who serves". What does it mean to be Samurai? To devote yourself utterly to a set of moral principles. To seek a stillness of your mind. And to master the way of the sword.
The Samurai followed "The Bushido Code" meaning "The Way of The Warrior". Only through the exercise of these virtues could a Samurai maintain his honor.