The document summarizes the key differences between Gram positive and Gram negative bacterial cell walls. Gram positive bacteria have a thick peptidoglycan layer that retains crystal violet dye, appearing purple under a microscope. Gram negative bacteria have a thinner peptidoglycan layer and an outer membrane, causing them to appear pink after staining. The cell walls of both types of bacteria help maintain cell shape and protect the cell.