Gold is a currency that can be found in drawers; which can be used to buy items from Jeff's shop, as well as gaining extra knobs from overall gold leftover at the death screen.
They do not save and reset after each run.
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Currently they serve no purpose and are only used as a way to gain a few extra knobs.