The email sat in Eleanorโ€™s inbox, a stark white rectangle against the gentle blue of a summer afternoon. "Regarding Fence Installation," the subject line read, and a tremor ran through her. Her fingers, usually steady, fumbled as she clicked it open.

A picture of a crisp, perfect picket fence accompanied the text. Mr. Henderson, with his relentlessly cheerful demeanor, was planning to put one up along the property line. Her property line. Eleanor felt her stomach clench. A wave of heat flushed her cheeks.

She reread the email three times, each reading making her feel more wound up. She pressed her thumbs hard against her eye sockets, trying to will away the impending unease. Sunlight, once welcome, now seemed to press down on her, the shadows of the trees in her yard no longer comforting.

She closed her laptop with a snap, the sound echoing unnaturally loud in the quiet house. Her breath hitched in her chest. She needed air, something to break free from this feeling.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
๐Ÿ˜ฃ0.304
๐Ÿ˜ž0.296
worse0.291
๐Ÿ˜–0.285
๐Ÿ˜ฐ0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229