This is why averaging or smoothing normals does this:

These are exactly the same model the first is unaveraged normals the second averaged.

Unaveraged:

Averaged:

So the important part of all that is that smoothing normals can make a low poly model look much smoother than it actually is because instead of having 3+ normals coming from each vertex pointing in various directions you have one normal that is the average.