The restaurant buzzed with laughter and chatter, but Amelia heard none of it. Her gaze darted from face to face, searching for…what, exactly? A clue? A hidden meaning?

She reread the passage he’d written. The words described a woman at a restaurant, just like this one, sitting with a man, just like…her. The details were too specific, the observations too keen, the internal monologue of the character too…familiar.

She excused herself and went to the restroom. When she looked in the mirror, she saw a stranger staring back. Her carefully constructed façade felt brittle, fragile, ready to shatter.

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