"A professor known for harsh grading gets a question from his department head and next year the curve shifts a little."
Professors just don't care about undergrads and teaching to near the degree that you think they do. 95% of their focus is on their research.
The only intervention I saw from administration in regards to grading while at Princeton was to nudge grades down.