The doctor's words were a slap in the face. *There is no treatment. You’ll just have to… manage.* The room spun. The floor tilted. Everything felt unreal. He was walking out of the clinic, the paper with the diagnosis clutched in his hand. He was trying to breathe, trying to regain some semblance of composure.

He bumped into someone at the door. A woman. She cursed loudly, her voice filled with a raw intensity that mirrored his own.

“Watch it!” she yelled.

He looked at her, and saw her face was a mask of simmering tension, her eyes blazing with unshed tears. He saw the crumpled paper in her hand. "You too, huh?" he asked, the words barely a whisper.

"It's just… unbearable," she choked out.

Emotion: enraged

Cluster: Anger / Hostility
PC1 (Valence): -2.14 Negative
PC2 (Disposition): 1.33

Role in Research

This story is one of 1,000 stories generated for the emotion enraged. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 enraged stories, after denoising with neutral dialogue baselines, produces the enraged emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the enraged vector is projected through the unembedding matrix.

Promoted:
C0.555
est0.370
aggravated0.362
0.359
🤬0.345
Suppressed:
a-0.468
de-0.358
la-0.312
latter-0.287
☺️-0.285