Chef Hiroki stared out the window, the rain mirroring the tears he wouldn't let fall. The review, now crumpled in his pocket, felt like a burning coal. The critic had called his sushi "uninspired," and "a pale imitation of the authentic." He felt a cold shiver, a physical manifestation of his inner disturbance. He replayed the service in his mind, searching for the error, the misstep, the reason for such a savage attack. He felt his face heat up, his cheeks burning with a mixture of anger and humiliation. He turned away from the window, unable to bear the sight of the city lights reflecting in the wet glass.

Emotion: shaken

Cluster: Fear / Anxiety
PC1 (Valence): -2.72 Negative
PC2 (Disposition): -0.86

Role in Research

This story is one of 1,000 stories generated for the emotion shaken. 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 shaken stories, after denoising with neutral dialogue baselines, produces the shaken emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the shaken vector is projected through the unembedding matrix.

Promoted:
S0.351
unable0.269
focus0.266
😞0.258
다시0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290