It isn't a folder filled with solid colors. It takes the colors from the system itself. Just as you get those colors from paint, so you get those solid colors to use.
I am not aware of a way to shuffle solid colors for the background
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Microsoft Windows 8.1 Pro 64-bitIntel(R) Core(TM) i3-4130 CPU @ 3.40GHz8.00 GBNone