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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 139+ established theories. Open to critique and validation.

Start Here →See the Frameworks
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 →

Empirical evidence

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 TEG-Blue is

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

Three Core Models

The Inner Compass (M1) maps where the nervous system is pointing. The Three Awareness Capacities (M2) explain how accurately it reads — and what goes offline when it gets stuck. Biological Restoration (M3) describes the body's designed return path.

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 139+ 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.