In your cube example you are using the word "vector" to refer to faces of the cube. Did you mean matrix?

My understanding is that the cube is a rank 3 tensor, the faces (or rather slices) of the cube are rank 2 tensors (aka matrices), and the edges (slices) of the matrices are rank 1 tensors (aka vectors).