I don't believe there is a special word for stored energy, I
would just call it that, "stored energy".
Energy of position is called potential energy. For example, if
you lift a weight against the force of gravitation, the energy you
transfer to the object is stored as gravitational potential energy.
At a higher position, it has more of this energy than when it is at
a low position.