Actually admin made a mistake when he made the tutorial. He said "Make sure the longer lead (+) of the polarized LED is on the side closer to the DIP socket." But in order for the LED to come on, it needs to have the SHORTER lead next to the DIP socket, because the current is supposed to go from the +5V bus, through the LED, and into the atmega.