The old house hummed with the ghosts of generations. Amelia, these days, felt as though the slightest breeze could scatter her. She moved through the house with a sense of guardedness, as if expecting the furniture to jump out and attack. The album, once belonging to her great aunt, a woman she’d always believed was a shy wallflower, lay open on the table.

A photograph showed her great aunt in a flapper dress, laughing hysterically as she danced the Charleston. The backdrop was a dimly lit speakeasy. Amelia stared at the image, her jaw slackening.

The subsequent pictures depicted a life of adventure and rebellion. A motorcycle ride. A daring gaze into the camera. Amelia pressed a hand to her chest, feeling a strange mixture of awe and bewilderment. The story she had known, the story she had carried, seemed fragile, a lie. She thought of her own anxieties, her own careful life.

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
πŸ˜₯0.272
😣0.271
own0.264
Suppressed:
la-0.679
de-0.660
a-0.281
"-0.280
(!)-0.242