Question: what is the unit vector in the direction of maximum increase?
Answer: Hence, the direction of greatest increase of f is the same direction as the gradient vector. The directional derivative takes on its greatest negative value if theta=pi (or 180 degrees). Hence, the direction of greatest decrease of f is the direction opposite to the gradient vector.