The words on the page seemed to swirl before Evelyn's eyes, a mockery of her life with Daniel. In his book, she was a nagging, critical presence, constantly undermining his ambitions. A knot formed in her stomach, twisting and churning. She felt betrayed.

She sat at the kitchen table, staring at the manuscript. She pushed the book away, the gesture abrupt and violent. The breakfast dishes, still unwashed, seemed to amplify her isolation.

She stood up abruptly, her chair scraping across the floor. She needed to do something, anything, to break free from this suffocating feeling.

Emotion: upset

Cluster: Fear / Anxiety
PC1 (Valence): -2.30 Negative
PC2 (Disposition): -0.42

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.395
😞0.303
无法0.246
ness0.238
unable0.238
Suppressed:
de-0.533
la-0.457
l-0.223
😎-0.215
🤩-0.210