Linear Algebra, Dot Product, Study, Math, Learn.
and all of the columns of you matrix will be the same as taking the dot product between the mystery input vector and all of the basis vectors(which is the same as finding the coordinates of the mystery input). In that very special case x would be the dot product of the first column with the output