feel like “turn off the tap when brushing your teeth” would be inherently obvious to people brushing the full two minutes.

If you're used to it running, why would they have that thought? You're making the mistake of believing the thoughts you have are commonplace. If someone doesn't think to turn the water off after 30 seconds, 2 minutes isn't that drastically different enough to trigger that thought.