The weight of the review pressed down on Chef Chloe. The critic's assessment of her pastries – "cloying, amateurish efforts" – had shattered her confidence. She felt a burning sensation in her chest, a physical manifestation of her anguish. She avoided eye contact with her staff, ashamed and embarrassed. She felt a sudden, urgent need to escape.

She locked the kitchen door behind her, leaving her team to finish the lunch rush. She went and sat on a bench in the park across the street. Even the cheerful birdsong seemed to mock her. The air felt heavy, oppressive, as if the very world was conspiring against her. She hugged herself to feel grounded.

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