"A culinary wasteland." The critic's phrase echoed in Chef Robert's mind, a relentless, painful refrain. He found himself pacing back and forth, unable to settle. He picked at a cuticle, then another, until his fingers were bleeding. His signature dish, the one he thought was his best, was labeled "an insult to the palate."

He stared into the mirror, seeing only the lines of disappointment etched on his face. He felt a profound sense of isolation, a chasm of emptiness yawning inside him. He wanted to scream, to lash out, but the words were trapped in his throat. He just wanted it all to stop. He sat on the floor, head in hands, and wept.

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