The critic’s poison flowed through Chef Isabella’s veins. She forced herself to finish plating the last dish of the night, but her hands were clumsy, her movements jerky. She felt a cold dread settle in her stomach. The review, which called her restaurant "a monument to mediocrity," had left her feeling stripped bare.

Later, she stared at the empty dining room, the remnants of a failed evening. She went to the back and ran her hands down the stainless steel work bench. Every detail of the restaurant that she had taken so much pride in, now felt grotesque. She found herself obsessively checking the cleanliness of every surface, the tightness of every screw.

She suddenly felt the need to destroy something.

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