← Home Track 2: Mathematics for Quantum Hook The Column Picture Theory Interactive Summary
M13 §2 · Vectors & Early Dirac ~14 min

Vectors as quantum states —
the column picture

In Track 1 you met $\alpha$ and $\beta$ — the two amplitudes that describe a qubit. You knew $|\alpha|^2+|\beta|^2=1$. But there was one thing left unnamed: when you stack those two numbers vertically, you get something mathematicians call a vector — and that object is exactly what a quantum state is.

✦ One Idea The vector is not describing a quantum state. The vector IS the state. $|\psi\rangle=\begin{bmatrix}\alpha\\\beta\end{bmatrix}$ — two complex numbers, stacked. That column is the complete physical reality of the qubit.
column vector $|\psi\rangle=[\alpha,\beta]^\top$ complex amplitudes Bloch sphere normalization N&C §2.1.1
Hook
🪝 Hook

You've been holding a vector the whole time — you just didn't know its name.

In Track 1 you learned that a qubit has two amplitudes: $\alpha$ for $|0\rangle$ and $\beta$ for $|1\rangle$. You knew $|\alpha|^2+|\beta|^2=1$.

Here's the realization that unlocks everything in Track 2:

⚡ The Aha Moment

$$|\psi\rangle=\begin{bmatrix}\alpha\\\beta\end{bmatrix}$$

The vector is not describing the state. The vector IS the state.

Stack $\alpha$ on top, $\beta$ on the bottom. That two-entry column is the complete physical object. Nothing is hidden behind it.

That's the whole lesson. What follows is making this feel natural — so you can read, write, and manipulate quantum states fluently.

🔗
Why this matters

Once states are vectors, gates become matrices and measurements become inner products. Every quantum algorithm becomes readable algebra. Nielsen & Chuang open Chapter 2 with exactly this (N&C §2.1, p. 63). This is where that vector space finally has a face you can calculate with.

⚠ Trap CheckIs the vector the state — or a picture of the state?

The column vector $\begin{bmatrix}\alpha\\\beta\end{bmatrix}$ is best described as:

Instinct CheckQuick — trust your gut

A qubit in state $|\psi\rangle=\frac{1}{\sqrt{2}}|0\rangle+\frac{i}{\sqrt{2}}|1\rangle$ has $\alpha=\frac{1}{\sqrt{2}}$ and $\beta=\frac{i}{\sqrt{2}}$. Written as a column vector, this state is…

Intuition & Framework
🌱 Intuition

Two slots. Fixed order. That's it.

A quantum state has exactly two slots. Slot 1 holds the amplitude for $|0\rangle$. Slot 2 holds the amplitude for $|1\rangle$. Stack them vertically and you have the complete state. Swap them and you have a completely different state.

That's the whole rule. The rest is learning to read and write it fluently.

Quantum state as an ordered pair

$$|\psi\rangle=\begin{bmatrix}\alpha\\\beta\end{bmatrix},\quad\alpha=\text{amplitude for }|0\rangle,\quad\beta=\text{amplitude for }|1\rangle$$

The top entry always belongs to $|0\rangle$, the bottom always to $|1\rangle$. Swap them and you have a completely different state. That is the entire rule.

The four key states in column form

In Track 1 you met $|0\rangle$, $|1\rangle$, $|+\rangle$, and $|-\rangle$. Here they are as explicit columns — every entry derived from the definition:

Computational basis: $|0\rangle$
$$|0\rangle=\begin{bmatrix}1\\0\end{bmatrix}$$
Full amplitude on $|0\rangle$, zero on $|1\rangle$. Measuring always gives 0.
Computational basis: $|1\rangle$
$$|1\rangle=\begin{bmatrix}0\\1\end{bmatrix}$$
Zero on $|0\rangle$, full amplitude on $|1\rangle$. Measuring always gives 1.
Plus state: $|+\rangle$
$$|+\rangle=\begin{bmatrix}1/\sqrt{2}\\1/\sqrt{2}\end{bmatrix}$$
Equal amplitude on both — 50% probability each. Hadamard output from $|0\rangle$.
Minus state: $|-\rangle$
$$|-\rangle=\begin{bmatrix}1/\sqrt{2}\\-1/\sqrt{2}\end{bmatrix}$$
Equal magnitudes, opposite sign on $\beta$. Same probabilities as $|+\rangle$ — but the sign drives interference.
💡
The minus sign in $|-\rangle$ — same probabilities, different state

$|+\rangle$ and $|-\rangle$ have identical Z-basis probabilities ($|\pm 1/\sqrt{2}|^2=1/2$). But that minus sign on $\beta$ makes them physically distinct — they interfere differently when gates act on them. The vector captures this difference exactly. A “picture” of the state never could.

Quick RecallConfirm: vector = state

You change the bottom entry of $\begin{bmatrix}1/\sqrt{2}\\1/\sqrt{2}\end{bmatrix}$ from $+1/\sqrt{2}$ to $-1/\sqrt{2}$. What happened?

The transpose ${}^\top$ — column and row are the same data

You'll often see states written as $|\psi\rangle=[\alpha,\beta]^\top$. The superscript ${}^\top$ means transpose: rotate the arrangement from horizontal to vertical. The entries stay the same; only the layout changes. Writing $[\alpha,\beta]^\top$ is shorthand for “a column.” The ${}^\top$ reminds you to stand it upright.

✋ Pause & Predict

Write $\frac{1}{2}|0\rangle+\frac{\sqrt{3}}{2}|1\rangle$ as a column. What are $\alpha$ and $\beta$? Is this state normalized?

$\alpha=1/2$ (top slot, for $|0\rangle$) and $\beta=\sqrt{3}/2$ (bottom slot, for $|1\rangle$). Column: $\begin{bmatrix}1/2\\\sqrt{3}/2\end{bmatrix}$. Normalization: $|1/2|^2+|\sqrt{3}/2|^2=1/4+3/4=1$ ✓. This state sits at $\theta=60°$ on the Bloch sphere.
Theory
⚛️ Theory

The formal definition — and why every symbol is necessary.

Definition: the qubit state vector

A qubit state is a unit vector in the complex vector space $\mathbb{C}^2$: a column of two complex numbers whose squared moduli sum to 1.

Formal definition (Nielsen & Chuang §2.1.1, p. 66)

$$|\psi\rangle=\begin{bmatrix}\alpha\\\beta\end{bmatrix},\quad\alpha,\beta\in\mathbb{C},\quad|\alpha|^2+|\beta|^2=1$$

Every symbol defined

$|\psi\rangle$ — “ket psi.” Dirac notation for a quantum state. Think of it as a label for the column; full Dirac notation arrives in §4.

$\alpha$ — amplitude for outcome $|0\rangle$. A complex number $a+bi$. Probability of measuring 0 is $|\alpha|^2=a^2+b^2$.

$\beta$ — amplitude for outcome $|1\rangle$. Also complex: $c+di$. Probability of outcome 1 is $|\beta|^2=c^2+d^2$.

$\mathbb{C}^2$ — the set of all columns $\begin{bmatrix}z_1\\z_2\end{bmatrix}$ where $z_1,z_2\in\mathbb{C}$. An $n$-qubit system lives in $\mathbb{C}^{2^n}$.

$|\alpha|^2+|\beta|^2=1$ — the Born rule in disguise: probabilities must sum to 1.

The Bloch sphere parameterization

The most general valid qubit state is:

General qubit state (N&C §1.2, p. 15)

$$|\psi\rangle=\cos\!\left(\frac{\theta}{2}\right)|0\rangle+e^{i\varphi}\sin\!\left(\frac{\theta}{2}\right)|1\rangle=\begin{bmatrix}\cos(\theta/2)\\e^{i\varphi}\sin(\theta/2)\end{bmatrix}$$

$\theta\in[0,\pi]$ = polar angle, $\varphi\in[0,2\pi)$ = azimuthal angle on the Bloch sphere.

Normalization check — every step

With $\alpha=\cos(\theta/2)$ and $\beta=e^{i\varphi}\sin(\theta/2)$:

$|\alpha|^2=\cos^2(\theta/2)$  (real, so modulus squared is just the square)

$|\beta|^2=|e^{i\varphi}|^2\cdot\sin^2(\theta/2)=1\cdot\sin^2(\theta/2)=\sin^2(\theta/2)$

Note: $|e^{i\varphi}|^2=e^{i\varphi}\cdot e^{-i\varphi}=1$ — any unit complex number has modulus 1.

$|\alpha|^2+|\beta|^2=\cos^2(\theta/2)+\sin^2(\theta/2)=1$ ✓ (Pythagorean identity)

Why $\theta/2$ instead of $\theta$?

Short answer: two states that are orthogonal as vectors (zero overlap, proved in M16) must sit at opposite poles of the Bloch sphere. If we used $\theta$ directly, orthogonal states would only be 90° apart on the sphere instead of 180°. Halving the angle stretches the geometry so opposite poles correctly correspond to orthogonal states. Check it: $|0\rangle$ is at $\theta=0$ (north pole) and $|1\rangle$ at $\theta=\pi$ (south pole) — exactly opposite, as you'd expect from two perfectly distinguishable states.

ℹ️
Verifying $|0\rangle$ and $|1\rangle$ from the parameterization

$|0\rangle$: set $\theta=0$ → $\begin{bmatrix}\cos 0\\e^{i\varphi}\sin 0\end{bmatrix}=\begin{bmatrix}1\\0\end{bmatrix}$ ✓. $|1\rangle$: set $\theta=\pi$ → $\begin{bmatrix}\cos(\pi/2)\\e^{i\varphi}\sin(\pi/2)\end{bmatrix}=\begin{bmatrix}0\\e^{i\varphi}\end{bmatrix}$. With global phase $e^{i\varphi}=1$ this gives $\begin{bmatrix}0\\1\end{bmatrix}$ ✓.

Instinct CheckTest your understanding

Which of the following is a valid (normalized) qubit state?

Prediction Battle Commit your answer before calculating Step 1 of 3 — Predict
Given state
$$|\psi\rangle=\begin{bmatrix}\dfrac{3}{5}\\[8pt]\dfrac{4i}{5}\end{bmatrix}$$
$\alpha=3/5$, $\beta=4i/5$

What is the probability of measuring this qubit and getting outcome $|0\rangle$? (Enter a fraction or decimal, e.g. 0.36 or 9/25)

P(outcome = 0) =
🔒Your prediction locked.

Good — your answer is locked. Now let's work through it step by step.

🔒Your answer locked.
1
Born rule
$P(0)=|\alpha|^2$, where $\alpha$ is the top entry of the state.
2
Identify $\alpha$
$\alpha=\dfrac{3}{5}$ — the top entry. It is real: $\text{Im}(\alpha)=0$.
3
Compute $|\alpha|^2$
$|\alpha|^2=\left|\dfrac{3}{5}\right|^2=\dfrac{9}{25}=0.36$
4
Normalization check
$|\beta|^2=\left|\dfrac{4i}{5}\right|^2=\dfrac{16}{25}=0.64\;\Rightarrow\;0.36+0.64=1.00$ ✓
5
Answer
$P(\text{outcome}=0)=\dfrac{9}{25}=0.36$
Interactive
⚡ Interactive

Column Vector Builder — state, sphere, and probabilities in sync.

🎯
Your goal for this simulator

Discover for yourself that changing the vector entries changes the state — not the description of the state. Watch the probability bars respond instantly. Every number you drag is a real change to a real quantum state.

🧭
Follow these steps — don't just explore randomly

Step 1 — Start at $|0\rangle$. Click the $|0\rangle$ preset. Notice the vector shows $[1, 0]^\top$ and P(0) = 100%. This is the north pole. Nothing surprising.

Step 2 — Predict first. Before touching anything: if you drag $\alpha$ down from 1 toward 0, what do you expect P(0) to do? Commit your prediction mentally.

Step 3 — Test it. Drag the $\alpha$ slider slowly downward. Watch the probability bar change. Was your prediction right?

Step 4 — Connect the dots. The number you moved is the state. You didn't change a “setting” — you changed the physical quantum state itself.

Step 5 — Mini-challenge. Create a state where P(0) = P(1) = exactly 50%. Try $|+\rangle$ or $|-\rangle$. What do those vectors look like? Why are the probabilities identical even though the vectors are different?

Explorer Column Vector Builder — interactive 3D Bloch sphere
Amplitude controls — drag to adjust
α — amplitude for |0⟩ (real)
0.71
β — amplitude for |1⟩ (complex)
0.71
0.00
🤔
Predict before you drag

Before moving the “β imag” slider: predict what will happen to the probability bars. Will P(0) change? Will P(1) change? Commit your answer, then drag it.

Result: the bars stay frozen. P(0) and P(1) don't change at all. But the sphere rotates. That rotation is relative phase — a real physical difference between states that Z-basis measurement cannot see. The vector captures it. A probability table never could. This is why the vector IS the state, not just a summary of probabilities.

Quick presets
|0⟩ = N pole  ·  |1⟩ = S pole  ·  |+⟩ |−⟩ |i⟩ = equator
State $|\psi\rangle$ ✓ Unit length
[
0.707
0.707
]
↑ α = |0⟩ amplitude  ·  ↓ β = |1⟩ amplitude
State information
|α|² = P(0)0.5000
|β|² = P(1)0.5000
|α|²+|β|²1.0000 ✓
Phase of β0.0°
Bloch θ90.0°
Bloch φ0.0°
Bloch sphere — 3D draggable
drag to rotate  ·  sliders update state
N = |0⟩  ·  S = |1⟩  ·  Equator = 50/50
📡
Drag the sphere — orbit to any angle

Click and drag to rotate the sphere freely in 3D. The sliders still control the quantum state. Watch the state vector (glowing arrow) track the point as you move it — latitude = P(0), longitude = relative phase. Try dragging the sphere while changing β imag to see phase rotation from every angle.

💡
What you just did

Every slider move changed the state itself — not a setting, not a view, not a representation. The column vector in the display is the complete physical state of the qubit. When $\alpha$ went up and P(0) went up: that's not a display updating. That's the state changing. The vector is the state.

🏆 Mini ChallengeCreate an equal superposition

Using the simulator, create a state where P(0) = P(1) = exactly 0.5. Then answer: you can do this with two different vectors ($|+\rangle$ and $|-\rangle$). Why do two different vectors give the same probabilities?

Quick CheckM13 · Column Vectors
M13 · Summary
The vector IS the state. Not a picture. Not a model. The thing itself.
  • 📐
    The column picture: $|\psi\rangle=[\alpha,\beta]^\top$

    A qubit state is a pair of complex numbers arranged vertically. Top entry $\alpha$ = amplitude for $|0\rangle$; bottom $\beta$ = amplitude for $|1\rangle$. Not a metaphor — the definition. N&C §2.1.1, p. 66.

  • ⚖️
    Normalization: $|\alpha|^2+|\beta|^2=1$

    Not every pair of complex numbers is a valid state — only those satisfying this constraint. It is the Born rule in vector form: probabilities must sum to 1.

  • 🌐
    Bloch sphere: $[\cos(\theta/2),\,e^{i\varphi}\sin(\theta/2)]^\top$

    Every normalized state maps to a unique point on the sphere. The $\theta/2$ factor ensures orthogonal states (zero overlap) correspond to opposite poles.

  • 👻
    Relative phase: invisible to Z-measurement, visible to gates

    Changing $\varphi$ (imaginary part of $\beta$) moves the sphere without changing $|\alpha|^2$ or $|\beta|^2$. Undetectable by Z-basis measurement, but critical the moment a gate mixes the amplitudes.

  • 🔡
    Transpose ${}^\top$: same entries, different shape

    $[\alpha,\beta]^\top$ is shorthand for a column. The symbol tells you to stand the row upright. Values don't change; layout does. You'll see this notation throughout all of quantum computing.

🧠
Final Mental Model — now everything clicks

State = column vector:
$|\psi\rangle = \begin{bmatrix}\alpha\\\beta\end{bmatrix}$

$\alpha$ → amplitude of $|0\rangle$   // top slot, always
$\beta$ → amplitude of $|1\rangle$   // bottom slot, always
$|\alpha|^2$ → P(outcome = 0)
$|\beta|^2$ → P(outcome = 1)
$|\alpha|^2 + |\beta|^2 = 1$   // always, no exceptions

The vector is not describing the state. The vector IS the state. Say it once more, then move on.

In M14 you'll learn that $|0\rangle$ and $|1\rangle$ are just names for $[1,0]^\top$ and $[0,1]^\top$. The notation $|\psi\rangle$ is shorthand for a column. That's where Dirac notation starts to feel like a language — and this lesson is why it makes sense.
How confident do you feel about the column vector picture of quantum states?
Sources & Further Reading
  • Nielsen, M. A. & Chuang, I. L. — Quantum Computation and Quantum Information, Cambridge, 2000. §2.1.1 pp. 63–67: Quantum states as vectors in Hilbert space.
  • Preskill, J. — Lecture Notes for Physics 219/Computer Science 219, Caltech. §2.1–2.2: State vectors and the Bloch sphere parameterization. Available online
  • MIT OpenCourseWare — 8.370/18.435 Quantum Computation. §1: Qubit state representation and Bloch sphere. ocw.mit.edu
  • IBM Quantum Learning — Basics of quantum information: Single-qubit gates. learning.quantum.ibm.com