He stared at the words, the screen reflecting his own distorted expression. "The board of trustees… determined… unsustainable." The audacity. The sheer, unadulterated gall. He’d invested everything in this place, his time, his money, his hopes.

A coldness spread through his extremities, making him feel like he was encased in ice. He felt the need to break something. His phone, which was gripped so hard, seemed in danger of snapping. He squeezed it tighter and tighter until he felt it was on the verge of being crushed.

He thought of the dean’s announcement. He wanted to go down there and challenge them, make them feel the sting of what they’d done. He turned and slammed his hand against the desk, a deep ache resonating in his knuckles.

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