Underexposure creates darker images, over exposure lighter images (over meaning too much light coming in to the film).

Underexpose (less light) (smaller aperture) slides to make them have richer color. ie...if metering says shoot at 5.6, then shoot at 8 for underexposure (less light will get to the film as the aperture is smaller).