The church bells were a mocking chorus, their cheerful chime a cruel contrast to the bleakness that had invaded David's heart. His sister, Emily, had found solace in Islam, a faith so different from their upbringing. He sat rigid in his pew, ignoring the hymns, the words of the sermon seeming to bounce off him.

He felt a tightness in his chest, a sensation of being trapped. The stained-glass windows, usually a source of beauty, now seemed to imprison him. He picked at a loose thread on his jacket, an unconscious act of fidgeting. He felt so alone, adrift in a sea of his own confusion.

After the service, he stumbled out into the sunlight, his eyes stinging. The familiar streets felt alien, each step a heavy weight. He couldn't shake the feeling that he was losing her, that a vital connection was slipping away.

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