TL;DR
This page explains the COLA framework — Conjecture, Opinion, Logic, Abstraction — a four-level tool for separating what you think, what you believe, what you can prove, and what you stand for. In short: it teaches your brain to stop treating vague impressions as verified facts. It matters because anxiety loves shadows, not evidence. Use COLA when your mind starts scripting disaster movies. Avoid it only if you enjoy unnecessary panic.
What This Is
A thinking ladder.
Each rung helps you climb from “What if?” to “What’s true?” without losing your footing on the way.
Who It’s For
Anyone who’s ever replayed a voicemail, convinced someone’s died — only to find out they wanted gardening advice.
1. The Big Idea: Not All Thoughts Deserve Equal Urgency
Anxiety thrives when we treat conjecture like logic.
You sense something “off.” Your brain fills the silence with tragedy. Your body acts as if the coffin’s already ordered.
COLA untangles that reflex. It doesn’t ban gut feelings — it just asks them to queue behind the facts.
2. The Four Levels of Knowledge (Simplified)
Level | Description | When to Use | When to Challenge |
C – Conjecture | First impressions, gut instincts, what-if spirals. | Rapid safety checks. | When your evidence is thin or imaginary. |
O – Opinion | Personal beliefs and experience. | Sharing perspective, values, preferences. | When mistaken for universal truth. |
L – Logic | Verifiable facts, step-by-step reasoning. | Testing claims and decisions. | When used to “win” emotional debates. |
A – Abstraction | Core principles that anchor you. | Moral and strategic compass. | When weaponised to dodge evidence. |
All levels matter. Just don’t mix them up. (That’s how projects — and relationships — explode.)
3. The Shadow Problem
Our survival system fires faster than our fact-checking system.
A clear signal is when you actually see, hear, or know something.
A sensory shadow is when you think you do.
We evolved to react to shadows (“Better safe than sorry”), but in modern life that wiring causes false alarms. COLA turns the torch on those shadows.
4. How to Use COLA in Real Time
Catch the conjecture:
“Am I reacting to something I clearly perceived, or a blur my brain filled in?”
Check your opinion:
“What do I actually believe about this person or situation?”
Confirm the logic:
“What’s the evidence? How can I verify it?”
Climb to abstraction:
“What principle would my wisest self follow here?”
It’s not about calm perfection. It’s about giving panic less airtime.
5. COLA in Everyday Life
Conversations
Stop arguing facts when you’re really clashing on values.
Ask: “Are we debating logic or opinion?”
That single question can save a marriage, a meeting, or a migraine.
Information Overload
Treat social media as conjecture until proven otherwise.
Treat opinion as opinion.
Treat logic as data, not destiny.
Treat abstraction as a compass, not a weapon.
Decision-Making
Notice which level you’re standing on before you act.
If it’s conjecture, move up.
If it’s logic, test it.
If it’s abstraction, anchor it.
6. Why It Works
Because it restores order.
Anxiety is mental noise created when conjecture impersonates evidence.
COLA teaches you to label the noise, not live inside it.
One client summed it up best:
“I still get nervous. I just don’t build funerals in my head anymore.”
That’s not therapy magic. That’s disciplined thinking.
Practice Prompt
Next time your brain whispers “something’s wrong”, pause and ask:
“Signal or shadow?”
If it’s shadow — call, check, clarify.
You’ll reclaim hours of peace you didn’t realise you were renting to uncertainty.
Author: No Tie Generation
Concept Source: Chester H. Sunde, Psy.D.
Framework: COLA (Conjecture, Opinion, Logic, Abstraction)
Canonical Link: https://www.psychologytoday.com/us/blog/platonic-psychology/202511/a-simple-tool-for-better-thinking-and-less-anxiety
Updated: November 2025
License: CC BY-SA 4.0
Tags: Thinking, Anxiety, Self-Regulation, Cognitive Clarity, NTG Frameworks