The news hit David like a physical blow. The scholarship, the one that allowed him to believe in a future, was gone. Erroneous. Wrongful. The words were simple, yet they felt like a betrayal. He wanted to lash out, to destroy something. His carefully constructed composure splintered.

He ripped the acceptance letter to shreds, the paper a flimsy representation of his shattered dreams. Each tear was a fresh surge of bitterness. He felt the blood pounding in his temples. He needed to be anywhere but here, trapped in his small, cluttered dorm room. He grabbed his keys and slammed the door behind 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