The world seemed to tilt on its axis. He felt as if a fist had slammed into his gut, stealing his breath. Years of sleepless nights worrying about his son, and this was the thanks he got? He wanted to smash something, anything.

He ripped the phone from the charger, his hand trembling. The glow of the screen illuminated his face, a mask of disbelief and betrayal. He found himself pacing in his home office, hands clenching and unclenching.

"He thinks he can keep secrets from me?" he muttered under his breath, his voice laced with venom. He wanted to confront his son immediately, but the impulse to protect him, even now, warred within him.

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