The vast, echoing library seemed to close in around Sophie. Mr. Davies, the librarian, the man who knew every book in the place, who always steered her toward the right stories, was… absent. A terse sign: *Retired. The library will be closed for reorganization.* She gripped the worn spines of the books on the desk, the words blurring before her eyes. The quiet of the library felt oppressive. The air was heavy, stifling, and she struggled to draw a full breath. A tremor ran through her, leaving her feeling brittle and fragile.

Emotion: sensitive

Cluster: Fear / Anxiety
PC1 (Valence): -2.10 Negative
PC2 (Disposition): -0.75

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
ness0.304
😞0.282
😥0.272
😣0.271
own0.264
Suppressed:
la-0.679
de-0.660
a-0.281
"-0.280
(!)-0.242