The framework at a glance
We measure the system beneath the label.
A pattern name is the most memorable part of a result, but it is not the model. The model begins lower down: six continuous dimensions influence a five-step interaction loop. A primary and secondary pattern summarize the strongest configuration without erasing the underlying scores.
A pattern is a strategy, not an identity.
Most reactions begin as attempts to preserve connection, autonomy, emotional control, or some combination of the three.
Context changes what becomes visible.
The same person can be steady in one relationship and highly activated in another. A result describes a tendency under particular conditions.
A relationship is a two-person system.
One person's protection becomes the other person's signal. Pursuit can invite distance; distance can intensify pursuit.
Change does not require a new personality.
Interrupting one link—slowing the meaning, naming the need, or returning after a pause—can change the feedback the loop receives.
The Pattern Loop
The same five moments keep writing the next one.
The loop is our central explanatory model. It shifts attention away from “What is wrong with me?” and toward a sequence that can be observed. Protective behavior makes sense inside the meaning that came immediately before it.
- 01
Signal
A shorter reply, more closeness, a disagreement.
Something changes in the relationship—sometimes clearly, sometimes ambiguously.
- 02
Meaning
“I may be losing them.” “I may lose myself.”
Your system makes a fast prediction about what the signal could mean.
- 03
Protection
Check, pursue, withdraw, freeze, please, or stay present.
You act to reduce the danger your system has detected.
- 04
Partner response
They reassure, retreat, escalate, soften, or go quiet.
Your protective move changes the other person's experience and behavior.
- 05
Reinforcement or repair
The fear feels confirmed—or the loop gets interrupted.
The outcome teaches both people what to expect the next time.
One loop, seen from both sides
Person A
“Silence means I may be losing you,” so they seek an answer now.
Person B
“Pressure means I may lose my space,” so they pull farther away.
Each protection becomes evidence for the other person's fear. Repair begins when either person makes the next step more legible.
Six dimensions
Six questions underneath every pattern.
The dimensions are continuous scales, not good-versus-bad grades. Their meaning comes from configuration and context. A high score can be useful in one situation and costly in another.
Reassurance sensitivity
How quickly does uncertainty activate your alarm?
How strongly you seek confirmation when connection feels uncertain.
A high score means ambiguous distance is noticed quickly and reassurance becomes more urgent.
Distance protection
How strongly do you create space when closeness intensifies?
How strongly you withdraw or seek independence when emotionally activated.
A high score means independence or emotional space becomes a preferred way to regulate intensity.
Conflict activation
How much does conflict take over—and how long does it stay?
How strongly conflict pulls you into pursuit, rumination, or shutdown.
A high score means disagreement is more likely to produce rumination, urgency, flooding, or shutdown.
Emotional openness
How available are your feelings and needs to another person?
Your comfort with expressing needs, vulnerability, and receiving care.
A high score means greater comfort naming needs, showing vulnerability, and receiving care.
Boundary stability
Can you stay connected without abandoning your own position?
Your ability to hold needs and limits without collapsing or disappearing.
A high score means greater ability to hold a limit or preference without disappearing or collapsing.
Relational security
Can the bond survive ambiguity, difference, and repair?
Your capacity to tolerate ambiguity, trust repair, and stay connected.
A high score means greater tolerance for ambiguity and stronger expectations that rupture can be repaired.
How patterns emerge
Six patterns are summaries, not six kinds of people.
Every completed assessment is compared with all six pattern configurations. The closest becomes the primary result. Another can appear as a secondary tendency, while the six scores preserve the detail that a single name cannot.
The Steady Connector
security + openness + stable boundaries
The Reassurance Seeker
reassurance sensitivity + conflict activation
The Self-Protective Distancer
distance protection + guarded openness
The Push–Pull Protector
reassurance sensitivity + distance protection
The Conflict Shutdown Pattern
conflict activation + distance + lower openness
The Over-Accommodating Connector
lower boundary stability + connection-preserving accommodation
Why not make sixteen relationship personalities?
More labels can create the feeling of precision without adding better measurement. We keep six readable pattern summaries and preserve variation through a primary pattern, a possible secondary pattern, six dimension scores, and confidence. The detail lives in the profile—not in multiplying names.
Scoring, without a black box
Fixed rules translate answers into a map.
The scoring path is deterministic and versioned. AI does not decide which pattern fits you.
- 01
Behavior, not abstract identity
Thirty-six items ask what you usually do in concrete moments of uncertainty, closeness, conflict, and repair.
- 02
Six balanced dimension scores
Each dimension uses six items, including two reverse-scored items, then normalizes the result to a 0–100 scale.
- 03
Soft pattern matching
Weighted rules compare the six scores with every pattern. A ten-point graded band prevents one point from creating a hard category cliff.
- 04
A result with uncertainty intact
You receive a primary pattern, a possible secondary tendency, all six scores, and a confidence description based on match strength and separation.
Dimension normalization
score = (response total − minimum) ÷ (maximum − minimum) × 100
Reverse-scored responses are flipped before the total is calculated. Current assessment version: 2. Current scoring version: 2.
Evidence and limits
Transparent enough to earn trust, not borrow it.
There is an important difference between a scoring system that is technically consistent and an assessment that has been psychometrically validated. We have built the first. We do not claim the second yet.
Already built in
- The same answers always produce the same scores.
- No AI writes or improvises the scoring decision.
- Published assessment and scoring versions remain frozen.
- A response-quality flag catches near-identical answering across the test.
- Mixed and low-confidence matches are reported instead of forced certainty.
Not yet claimed
- The six dimensions have not yet been independently confirmed as six latent factors.
- We do not yet publish population norms, percentiles, test–retest reliability, or predictive validity.
- The assessment is not a clinical instrument and cannot diagnose an attachment style, disorder, trauma, or partner.
- A compelling description is not, by itself, evidence that a measure is scientifically valid.
Our validation roadmap
Now
Behavior review
Human review for clarity, double-barreled wording, ambiguity, and emotional safety.
Next
Pilot data
Item distributions, completion behavior, internal consistency, and user interviews.
Then
Structure testing
Factor analysis, test–retest work, convergent and divergent validity, and subgroup checks on a sufficiently diverse sample.
Always
Versioned change
Publish what changed, preserve old scoring versions, and never silently rewrite past results.
How to use a result responsibly
Treat it as a structured hypothesis. Compare it with specific relationships and moments. Keep what helps you notice a repeat; question what does not fit. A result never proves that a partner is safe, unsafe, compatible, abusive, or destined to leave.
If you feel controlled, threatened, or at risk of harm, prioritize real-world safety and qualified support over interpreting a relationship pattern.
Research foundations
Informed by relationship science. Not disguised as it.
Pattern Within is an original educational synthesis. It draws concepts from several research traditions, but it is not equivalent to the measures in these papers and their validation does not automatically validate ours.
- 01
Adult attachment
An item-response theory analysis of self-report measures of adult attachmentFraley, Waller & Brennan (2000)
Supports treating attachment-related anxiety and avoidance as dimensions rather than rigid boxes.
- 02
Attachment regulation
Attachment theory and affect regulation: The dynamics, development, and cognitive consequences of attachment-related strategiesMikulincer, Shaver & Pereg (2003)
Informs the distinction between hyperactivating and deactivating protection strategies.
- 03
Intimacy process
Intimacy as an interpersonal process: The importance of self-disclosure, partner disclosure, and perceived partner responsivenessLaurenceau, Barrett & Pietromonaco (1998)
Informs our attention to openness, responsiveness, and the interpretation of a partner's response.
- 04
Dyadic conflict
Demand-withdraw patterns in marital conflict in the homePapp, Kouros & Cummings (2009)
Supports viewing pursuit and withdrawal as a reciprocal interaction cycle, not isolated defects.
- 05
Context and adaptation
The longitudinal course of marital quality and stability: A review of theory, method, and researchKarney & Bradbury (1995)
Informs our view that enduring tendencies interact with stress, context, and adaptive processes.
- 06
Conflict disengagement
Two types of disengagement during couples' conflicts: Withdrawal and passive immobilityNichols, Backer-Fulghum, Boska & Sanford (2015)
Helps separate different forms of going quiet or moving away during conflict.