The plate of lamb, once a source of pride, now seemed a mockery. Chef Marco stood in the empty dining room, the review in his pocket, a lead weight against his leg. He picked at a piece of the lamb, the meat tasting like ashes in his mouth. He ran his tongue across his teeth, finding his mouth had gone dry. The critic, a woman he'd long admired, had eviscerated his dish. "Overcooked," the review stated. "Devoid of subtlety." He set down the plate and leaned against the counter. He felt a deep hollowness, a void where his usual confidence had resided. The quiet of the restaurant pressed down on him, amplifying the internal turmoil that gnawed at him.

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