The L in Lab represents "light" (saturation).

By removing or not looking at that channel, you are essentially looking at the normalized color channels. Look at the a channel (red to green) and b channel (yellow to blue) to get the color of the images.

This essentially removes lighting conditions, although obviously lighting conditions still impact the image to some degree, from the camera and original RGB image.