Volume 4: The Dimensions of Spirit

Workbook 32.1: The Input & Output

Directives for the Minister:

1. The Machine Setup: Matrix $A$ is on the left, Vector $\mathbf{x}$ is on the right.
2. Row-by-Vector: Multiply each row of the matrix by the vector using the Dot Product.
3. Sum the Products: Each row produces one entry in the result vector $\mathbf{b}$.
4. Dimension Check: The number of columns in $A$ must equal the number of entries in $\mathbf{x}$.

Part I: Basic Transformations

Calculate the output vector $\mathbf{b} = A\mathbf{x}$ for each scenario.

$A = \begin{bmatrix} 2 & 0 \\ 0 & 3 \end{bmatrix}$ and $\mathbf{x} = \begin{bmatrix} 5 \\ 4 \end{bmatrix}$

Row 1: (2 * 5) + (0 * 4) = 10
Row 2: (0 * 5) + (3 * 4) = 12
Result: [ 10, 12 ]

$A = \begin{bmatrix} 1 & 1 \\ 1 & -1 \end{bmatrix}$ and $\mathbf{x} = \begin{bmatrix} 10 \\ 2 \end{bmatrix}$

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$A = \begin{bmatrix} 0 & 1 \\ 1 & 0 \end{bmatrix}$ and $\mathbf{x} = \begin{bmatrix} 7 \\ -3 \end{bmatrix}$
Note: This is a Reflection Matrix!

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Part II: Identifying the Domain and Range

Give the dimension of the Domain (Input) and the Codomain (Output) for each Matrix.

$A = \begin{bmatrix} 1 & 2 & 3 \\ 4 & 5 & 6 \end{bmatrix}$

Input Dimensions (Columns): 3.
Output Dimensions (Rows): 2.
This is a mapping from $\mathbb{R}^3$ to $\mathbb{R}^2$.

$B = \begin{bmatrix} 10 \\ 20 \\ 30 \end{bmatrix}$

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The Consistency Check:

If you double the input vector ($2\mathbf{x}$), what happens to the output vector? Does the machine $A$ also double the result? Test it using $A = \begin{bmatrix} 2 & 1 \\ 0 & 1 \end{bmatrix}$ and $\mathbf{x} = \begin{bmatrix} 1 \\ 1 \end{bmatrix}$.

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Part III: The Nullifier

The Sacrifice: A matrix $A = \begin{bmatrix} 1 & 1 \\ 1 & 1 \end{bmatrix}$ represents a process of "Equalization."
Find an input vector $\mathbf{x}$ (not zero!) that this matrix maps to zero ($A\mathbf{x} = \mathbf{0}$).
Hint: What if $x$ and $y$ are opposites?

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Part IV: The Challenge (The Multi-Stage Ministry)

Sequence of Grace

A person passes through two ministries.
Ministry 1 ($A$) = $\begin{bmatrix} 2 & 0 \\ 0 & 1 \end{bmatrix}$ (Multiplies X by 2).
Ministry 2 ($B$) = $\begin{bmatrix} 1 & 0 \\ 0 & 5 \end{bmatrix}$ (Multiplies Y by 5).
Task: If the person starts with $\mathbf{x} = \langle 1, 1 \rangle$, find the final result after both transformations ($B(A\mathbf{x})$).

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Part V: Transmission (The Echad Extension)

Teacher Log: The Puppet Show

Objective: Explain "Transform" to a younger student using their hand.

The Activity:
1. Have them point their finger North ($x$).
2. Say "Matrix Command: Turn 90 degrees."
3. They point East ($b$).

The Lesson: "In math, we use Grids to give commands to arrows. The arrow doesn't move itself; the Grid moves it!"


Response: __________________________________________________________

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