Sweat beaded on David’s forehead. He gripped the phone so tightly his knuckles ached. His boss’s voice, cheerful and oblivious, dripped through the speaker, congratulating him and wishing him the best of luck. He took a few deep, unsteady breaths.

He slammed the phone down. The screen shattered under the force. He hadn't been considered. Not even a phone call to tell him the news.

He kicked the wastebasket across the room. The metallic clang was the only sound for a moment. He had poured everything into this job, every waking hour. He felt a throbbing pulse in his temples.

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