This was a Kitchenaid KCM1204 filter-coffee machine, I bought it off Ebay cheap because its display had dimmed to the point of being unusable.
Turned out that the low-voltage power supply was supplying too little current, because the "dropper" capacitor (connected directly to mains live) had...