The screen seemed to mock David. He read the email again, but the words remained the same. His heart rate soared, his chest tightening as if a vise was closing around it. He felt trapped, cornered, his future uncertain.

He wanted to lash out, to scream at the empty office, but he knew that wouldn't change anything. Instead, he rose and started pacing, his hands clasped behind his back.

He found himself walking towards the water cooler, needing to do something, anything, to distract himself. He filled a paper cup with water, but his hand trembled, and the water spilled down his shirt.

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