The coffee tasted like ash. Sarah, her new, expensive phone gleaming on the desk, chirped about her weekend plans. Her voice, usually a pleasant melody, grated on Clara’s nerves. It felt like her ears were tuned to a frequency of pure irritation.

Clara kept trying to concentrate on her project, but the numbers kept swimming before her eyes. The fact that Sarah's salary was higher was a constant, mocking presence. The details of the new project were lost to a relentless internal churn.

She excused herself to the restroom, splashing cold water on her face. Her reflection stared back, a mask of tightly controlled tension. She gritted her teeth, vowing to find a way to make someone pay for this.

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