The sunlight streaming through the window seemed to taunt her. Sarah’s hands shook as she held the photograph. In it, her mother, a woman who had always portrayed herself as a paragon of virtue, was dressed in a flapper dress, laughing hysterically alongside several men. The backdrop, a smoky jazz club. It was a world away from the quiet, church-going woman Sarah had known.

She felt a hot flush creep up her neck. Her carefully constructed image of her mother, of her life, felt like a house of cards collapsing. The room felt small, the air thick with unspoken truths.

She threw the photo onto the coffee table, the glass rattling. She needed to scream.

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