The scent of stale coffee and desperation hung heavy in the air. Sarah found herself staring at the source of her irritation. There it was. Her childhood bear, now tattered and faded, sitting amongst broken toys and forgotten trinkets. A wave of something akin to loathing crashed over her.

“How much for the… bear?” Her voice was barely a whisper, a tremor threatening to break through. The man, eyes narrowed as he assessed the situation, named a price.

She paid it, her movements stiff and jerky. She snatched the bear and strode away, the silence echoing in her ears. Each step was a battle. She couldn't understand why this was happening. It made her head ache.

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