Question

What are the chemical differences between the cell walls of gram positive and gram negative bacteria that might explain differences in the rate of decolorization?

Answer 1

Gram negative bacteria have significantly thicker walls than gram positive.
This thicker wall doesn't allow a stain to penetrate the bacteria, and are generally regarded as more dangerous.
Gram positive usually have a thinner cell membrane.