We are looking for .

(Be careful! The operations used here are tricky.1)

Key idea

The existence of such a non-zero is equivalent to the following: the transformation has a non-zero kernel, and, therefore, is not invertible.

This is in turn equivalent to for a basis in . (We use here the observation that .)

(While denotes the identity transformation, denotes the identity matrix)

Footnotes

  1. is a multiplication result of a scalar by a transformation (which multiplies all values of the transformation by the scalar), whereas is a subtraction of transformations (once more, for each vector the result of applying is )