The restaurant was empty. Chef Jean looked at the empty tables and the darkened windows and knew it was the review. "A shallow pretense," it had said about his fusion cuisine. He felt a sharp pang in his side, a physical manifestation of the hurt. He ran his hand across his stubbled jaw.

He tried to distract himself by cleaning the stove, but the task was mechanical and unfulfilling. He kept replaying the critic's words in his head, each one a fresh assault. He walked to the window, watching the rain streak down the glass, blurring the city lights. He felt trapped, suffocated by the walls of his own creation.

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