While it's true that a sweet taste in water could be a sign of lead, it could also be a sign of other factors such as dehydration, the presence of benign water impurities, or certain health conditions, and given the context, the case of dehydration fits rather well.
The adjective could have also been meant in a figurative sense rather than a literal one.