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Open Research

Transparent methods, credited sources, testable claims

Open Research

Transparent methods, credited sources, testable claims

Emotional Technology Research

Emotions are structured biological signals.
TEG-Blue makes them legible.

Open science — transparent research, credited sources, testable claims. Built on 145+ established theories. Open to critique and validation.

Start Here →See the Frameworks

The building blocks are validated science. The connections are the hypothesis.

The Regulation Thread

When the body can't restore itself, something else steps in.

A single thread runs through all twelve frameworks. Describing a regulation substitute — at a different scale, at a different cost, and a way to reverse the thread — not by adding another substitute, but by building the original.

See the full framework architecture →

What evidence supports the four-mode gradient?

The four-mode gradient has been tested against 10,000+ natural conflict narratives. Here are the key findings.

Empirical Validation — Four-Mode Gradient Framework

10,000+
natural conflict narratives analyzed
κ = 0.74
inter-rater reliability
+78%
complexity markers in de-escalators

Computational analysis of unstructured text. Four regulatory modes reliably detected. De-escalators showed significantly higher rates of self-awareness, perspective-taking, and emotional differentiation. Mode classifications correlated with independent community moral judgments.

DOI: 10.5281/zenodo.18428907

What is TEG-Blue?

An integrative architecture that maps how nervous system states shape emotional behavior — and what it takes to move between them. Organized as four connected parts:

1 — Measurement

Four Foundational Models

Emotions as Signals (M1) maps what the nervous system delivers. Nervous System States (M2) maps where the nervous system is pointing. Regulation Capacities (M3) describes the body's designed return path. Awareness Capacities (M4) explain how accurately it reads — and what goes offline when it gets stuck.

Core Models →

2 — Explanatory

12 Frameworks

Why these patterns exist, how they escalate from one person into social systems, and what makes repair possible. One mechanism runs through all twelve: when the body's natural return path is missing, something else steps in.

12 Frameworks →

3 — Applied

Emotional Tools

Gradient-based scales that map behavioral dimensions from regulated to dysregulated, with observable markers at every point. Empathy, accountability, integrity, boundary dynamics, and more.

Explore Tools →

4 — AI Safety

Structured Schemas

A computationally legible translation of the system for AI alignment — designed to replace binary safe/unsafe classifications with contextual, state-aware assessments.

AI Safety →

The full architecture, including how the parts connect, is at System Overview. The 145+ source theories are documented at Scientific Foundations.

Open science — no gates, no applications

Everything here is published under CC BY-NC-SA 4.0. No access restrictions. No required collaborations. A researcher can take the framework, the data, and the methodology and work with them independently.

How this work is sustained

The application site (teg-blue.com) offers paid tools to fund ongoing research and development. These tiers do not create dependency loops or exploit emotional vulnerability for engagement. The research — the frameworks, the models, the data — stays open.

Read our ethics →