The restaurant was too bright, the music too loud. Clara picked at the edge of the tablecloth, her fingers tracing the floral pattern. She'd been looking forward to this anniversary dinner. A year. A whole year spent thinking they were building something.

Across the small table sat another woman, her eyes wide with a similar, shocked bewilderment. Their shared date, the same restaurant, the same story about his parents’ health, now felt like a cruel joke.

“He told me… that he loved me," the other woman stammered, her voice barely a whisper.

Clara laughed, a short, brittle sound. Her throat felt tight. Her dinner was ruined.

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