The coffee cup nearly slipped from Sarah’s grasp, the hot liquid sloshing dangerously close to her fingers. She gripped the ceramic tighter, her breath catching in her throat. David. It was always David. Always the golden boy.

Her heart hammered against her ribs, a frantic drumbeat against the wall of her chest. They had the same qualifications, the same experience, the same… everything, or so she thought. Now, her efforts felt like a mockery, a waste of precious time.

She forced a smile, masking the tremors that had begun to run through her limbs, as she approached David’s desk. “Congratulations,” she managed, her voice tight, the words feeling like a physical barrier she had to force herself through.

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