It was like a physical blow. The words, "permanently closing," reverberated through his skull, each syllable a hammer blow. He felt his face flush, his vision narrowing.

He kicked the nearest trash can, sending it skittering across the room. He needed to move, to act, to release this pressure building inside him. The world seemed to shrink, the walls closing in.

He thought of the years he'd spent here, the friendships, the growth. The future he'd envisioned. All gone. He spun on his heel and walked out of the room.

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