The floral arrangements, once beautiful, now seemed garish, the sweet scent of lilies cloying. A burning sensation started in her stomach, twisting and churning with each passing second she spent in the same room as him. She stared straight ahead, her vision blurring at the edges, the world tilting slightly.

She pretended to listen to her date, a kind man who had no idea the turmoil raging beneath the surface. She forced a smile, but her lips felt numb. Her fingers fidgeted with the napkin on her lap, folding and refolding it into a tight, impossible shape. She wanted to scream. She wanted to throw something.

The clinking of glasses for a toast triggered a wave of nausea, she excused herself, the words escaping in a breathless rush. Escaping was all she could think of.

Emotion: angry

Cluster: Anger / Hostility
PC1 (Valence): -2.05 Negative
PC2 (Disposition): 1.18

Role in Research

This story is one of 1,000 stories generated for the emotion angry. 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 angry stories, after denoising with neutral dialogue baselines, produces the angry emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the angry vector is projected through the unembedding matrix.

Promoted:
C0.354
est0.354
aggravated0.342
🤬0.337
0.323
Suppressed:
de-0.424
a-0.411
la-0.341
H-0.320
L-0.296