Is there a point to throwing rocks?
According to a couple of guides (here and here), there is a benefit to throwing rocks and making the Pokémon angry. It functionality works opposite to throwing bait.
When throwing bait, it makes the Pokémon more likely to stay, but makes it more difficult to catch.
When throwing rocks, it makes the Pokémon more likely to run away, but makes it easier to catch.