I am currently taking multivariable calculus and we have just gone over line integrals over conservative vector fields. A vector field F is called conservative if it may be generated from some scalar potential function $\phi$ by taking its gradient $$\nabla \phi$$ and satisfies $$\nabla \times \mathbf{F}=0$$ The algebraic proof of path independence in such a field which invokes the Fundamental Theorem and Clairaut's theorem makes perfect sense to me. However I am having difficulty visualizing this from a geometric standpoint. Textbooks on electromagnetism will usually justify this path independence by saying that the components of the work $\mathbf{F} \cdot d\mathbf{r}$ will cancel each other as we integrate along the closed path.
This is easy to visualize for a radially directed conservative vector field (like the electric field). But for a non-radial conservative vector field, is there some sort of graphical simulation or visualization which really allows one to see such path independence? Again, just to clarify, I am not confused by path independence, I just would like to see a graphical, geometric justification.