Maybe 1st batch is yucky because of the water touching the different parts in the top as it is being distilled and coming out. The first time might "bathe" any metal, plastic, dust, etc. that is there out. Just speculation.
Or perhaps the charcoal ionizes the water or changes it in some less tangible way such as spin, etc?