The one-dimensional kernel of is the tangent to its level curve; the metric gives two unit normals and selects one. Isometries preserve the metric, , and this orientation choice, so they carry to . Therefore is isometry invariant.
Orient the plane with a unit normal . The signed distance of a point from the plane is
Its absolute value is the ordinary distance from a point to a plane. The closest point in the plane is , so the displacement from the point to its projection is . Reversing the normal and reverses without changing the geometric plane or the unsigned distance. A sphere of radius centred at has sphere-plane intersection radius when .