If we generalize, to each point xx, we are creating a group of orthogonal matrices OxO_x (like CtC_t), such that

At least in dim=2, we can't take rotations (of finite order) as elements of OxO_x. These behave like nth roots of unity on averaging, so we get 1+ω+ω2++ωn1=01 + \omega + \omega^2 + \dots + \omega^{n-1} = 0, leading to not giving any new points in OxO_x.

  y  |p | q  |
  y  |p | qc | d
  y  |  cp | q--+-----x  |  d  |