The CT scan page https://www.scanofthemonth.com/scans/coffee mentions that detail too: Take it off the heat before the volcanic sputtering phase at the end; this only adds bitterness to your coffee..

Maybe that's exactly what you noticed. I cannot think how starting from already hot water vs. letting the water warm up and boil from the stove, could make any noticeable difference.