Let be any smooth curve in the level surface . Differentiating the constant value along it gives
The curve tangent can be any tangent vector to a regular level set, so
The nonzero-gradient condition matters for determining a normal direction. For example, has the plane as a level set, but its gradient vanishes there and supplies no direction, even though the geometric plane has a well-defined normal.
Let a differentiable curve lie on the level surface , and pass through the point under consideration. Differentiating the constant relation along the curve gives
Every surface tangent vector arises as the velocity of such a surface curve, so the gradient is orthogonal to every tangent direction. At a regular point, where , it therefore defines a normal direction, with unit normal
If , the dot-product identity is still true but the zero vector does not determine a normal direction; a regularity hypothesis or another defining function is needed. For example, defines the plane at level zero but has vanishing gradient everywhere on that plane.
Take any differentiable curve on the level surface. The chain rule gives
Its tangent vector can be any tangent direction at a regular point. Thus a nonzero gradient is orthogonal to the entire tangent plane, giving the unit normal . Nonvanishing is essential: at a critical point, the zero gradient alone does not determine a normal or guarantee a smooth level surface.