The coffee cup trembled in Clara's hand, its contents sloshing dangerously close to the rim. She’d always considered Anya Bellweather to be her literary hero; her stories, her style, her everything. Now, the comparison report, the damning evidence presented by her agent, lay on the table. It showed almost word-for-word replication of her short story, “Whispers in the Wind.”

She looked up, her gaze landing on her bookshelf, the spines of Bellweather's books lined up. The books felt alien now, objects she couldn't bring herself to touch. A wave of nausea washed over her. She excused herself to go to the bathroom.

In the small mirror, she saw her face. Pale. Drawn. Her eyes, usually bright with creative spark, now dull and clouded. She splashed cold water on her face, trying to wash away the feeling of violation.

Emotion: disturbed

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.60

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.318
ness0.309
无法0.300
😞0.297
worse0.284
Suppressed:
de-0.829
la-0.666
a-0.392
B-0.301
"-0.290