Step by step
The question
Question: find what A does to the unit square.
Times A turns every point into a new point.
So A moves the whole plane.
The unit square has corners (0, 0), (1, 0), (1, 1) and (0, 1).
1 Where (1, 0) goes
First, where does (1, 0) go?
A times (1, 0).
(0, 1): that is the first column of A.
2 Where (0, 1) goes
Now (0, 1).
A times (0, 1).
(−1, 0): the second column of A.
Careful!
The columns of A show where (1, 0) and (0, 1) go.
Not the rows.
3 Draw the new shape
The unit square, dashed.
(1, 0) goes to (0, 1).
(0, 1) goes to (−1, 0).
The square goes to the shape with these two sides.
Its far corner is (−1, 1).
4 Name it
(1, 0) goes up to (0, 1), and (0, 1) goes left to (−1, 0).
Everything turns a quarter turn, counterclockwise.
So A is a turn of 90° counterclockwise.
The determinant tells the area: det A = 1.
The square's area 1 becomes 1.
5 Check
Let's check the far corner: A times (1, 1).
We get (−1, 1): the far corner of the new shape, column 1 plus column 2.
So the picture is right!
Let's look back.
First: where (1, 0) goes.
Then: where (0, 1) goes.
Then: draw the new shape.
Then: name it.
Last: check.