The stifling heat in the elevator was suffocating to Rebecca. She felt a burning sensation rising in her chest, a physical manifestation of her mounting discontent. She felt the urge to scream. She wanted to thrash about.

She glared at her coworker, Daniel, who was humming to himself, oblivious to the situation. She wanted to grab him by the shoulders and shake him. The thought brought her a small, fleeting feeling of satisfaction.

She crossed her arms tightly, her expression a mask of displeasure. “How can you be so… relaxed?” she asked, her voice dangerously calm. It was a thinly veiled accusation, a question tinged with resentment.

She felt a tremor in her hands, a physical manifestation of the internal tremors that were shaking her. Her jaw was clenched so tight that her teeth ached. She wanted out of this box.

She began to tap her foot, a steady, insistent rhythm that mirrored the frantic beating of her heart. Every second felt like an eternity.

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