There are tea drinkers that believe very strongly in using water that isn't "stale" (eg, leftover in the kettle from the last time). Presumably water from the hot water tap would be stale for similar reasons.
I think the theory is that "stale" water lacks sufficient oxygen for tea brewing to fully brew or something.