Will, 

a warp xform is defined only for a finite domain, as defined by the control point grid. Any points outside that domain do not have a valid transformations. For affine transformations, that's not the case, because you can apply the transformation matrix to any coordinate, regardless where it is.

Could this explain what you are seeing?

Best,
  Torsten