A tremor ran through Leo’s hands as he read the news. His meticulously organized desk, usually a source of calm, now felt like a battlefield. His carefully crafted research plan, meticulously built under Dr. Ramirez’s guidance, threatened to crumble. He slammed his fist on the table, the action a raw, involuntary protest.

His vision blurred. He felt an unwelcome heat climb his neck, his face. He stood abruptly, pacing the cramped confines of his office. The walls seemed to close in, the air thick and difficult to breathe. He needed to get out, away from this suffocating box.

Emotion: angry

Cluster: Anger / Hostility
PC1 (Valence): -2.05 Negative
PC2 (Disposition): 1.18

Role in Research

This story is one of 1,000 stories generated for the emotion angry. 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 angry stories, after denoising with neutral dialogue baselines, produces the angry emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

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

Promoted:
C0.354
est0.354
aggravated0.342
🤬0.337
0.323
Suppressed:
de-0.424
a-0.411
la-0.341
H-0.320
L-0.296