This may not appear to be much different from the last picture.  However there is a significant difference in the way that this colour grid is generated.
Rather than simply fill the picture box with random colours, they are being pulled out of an array that has an equivalent grid size larger than the picturebox after it has been filled with reference values for colours.

Now I can start work on the map generation logic so that it looks more like a map rather than rainbow spew.