These things have very specific mathematical definitions in physics. Best to start there.
Indeed. Confusing force with potential seems to be the problem here. Obviously they are connected, by Fd, so it's not daft, just er, wrong.
For instance the gravitational
force on an object with unit mass, at a distance r from the centre of a body of mass M, is F= GM/r². The
potential due to M is V= -GM/r, the -ve sign reflecting the fact that the potential is by convention set to zero at infinite distance, and becomes progressively more -ve as one approaches the body. So the "force field", a vector field created by the body, is given by the first expression, while the potential i.e. the corresponding, scalar, "energy field", is given by the second one. And they differ by a factor of r.........which is d!
So I can sort of understand why
Wizard of Whatever speaks of energy being "hidden" in the force. But actually, all of this only makes sense once one has (i) defined a system to apply it to, and (ii) has realised that the distance through which something is moved, under the influence of the force, is what determines the energy change.