At right angles to, going directly away from.
For a curve imagine a line just touching and matching the slope there (called a "tangent") and draw a line at right angles to it.
Example: a circle's diameter is always normal to its circumference
Likewise for a curved surface imagine a plane sitting on the surface, and draw a Normal to that plane.
See: Tangent (line)