The lawyer’s office was stifling, the air thick with the smell of old paper and suppressed emotions. The lawyer, a slick man with a practiced smile, droned on about market trends and investment opportunities. Her cousin was trying to sell the painting, Granddad's legacy and her only link to her past.

She felt a tremor run through her body, a wave of nausea washing over her. The painting, a landscape of the family home, had hung in the dining room for as long as she could remember. She wanted to scream. She wanted to run. She would not let him.

She clenched her fists until her nails bit into her palms, drawing blood. She focused on the cold, impersonal decor, on the polished wood of the conference table, trying to regain control. Her voice, when she finally spoke, was tight and strained. "It's not for sale."

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