The phone rang, shattering the silence of the late-night kitchen. Chef Leo hesitated, then reluctantly answered. It was his mother, calling to check in. He mumbled a few terse responses, unable to meet her usual cheerful tone. The critic's cutting remarks about his ravioli – "clumsy, doughy parcels of disappointment" – still stung.

He gripped the phone so tightly his knuckles turned white. His mouth felt dry, and he could barely swallow. He hung up abruptly, the sound echoing in the cavernous space. He went back to the nearly empty walk-in refrigerator, pulled out a lonely container of yesterday's risotto and stared at it for a long moment, then slammed the door. He slumped onto a stool, feeling a profound sense of isolation.

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