He threw the review across the room. Chef Marco’s breath hitched in his throat. He had dedicated his life to this restaurant, to crafting exquisite food. The scathing assessment, calling his innovative approach "pretentious garbage," felt like a personal attack. He felt a heat flush across his skin. He felt a sudden intense need to be alone.

He strode out of the kitchen, ignoring the calls of his staff. He locked himself in his office and sat in the dark. The city sounds, usually a comforting backdrop, now felt intrusive, mocking. He couldn't stop the tremors that were running through him. He sat motionless, the silence amplifying the thudding of his own heart.

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