if it's the SAME cross section no matter which direction you cut, you have round symmetry.
mentioned the Gauss part to try and give a feeling of the relation between the shape of the disturbance and the shape of the very peak of the mountain. probably could have thought of a better way to give some intuition.
i guess the best way would still be to google it and look for pictures :)
there is no vortex necessarily