The Fountainhead and Atlas Shrugged by Ayn Rand. These two books taught me the importance of being true to one's values and not sacrificing them under any circumstances. They introduced me to Individualism and Objectivism which have profoundly impacted the way I look at the world.
Other books I'd put in that category are Fight Club and Walden