We always go down into the river gorge (there are waterfalls a short hike in that aren't visible from the overlook; they are most impressive after recent rains, once the likelihood of a flash flood is over.)
They have sirens in the park that will sound in the even of a flash flood, and if you pay attention to the weather at the park and upstream you have nothing to worry about. The water has to come from somewhere!