Her voice felt thin and reedy as she confronted the restaurateur. The "Spicy Shrimp Stir-Fry," the dish that had made her restaurant a success, was now the star of his new chain. He was dismissive, his tone condescending.

Her hands had begun to tremble. The room seemed to shrink, the noise of the other diners a dull roar. The confidence she usually possessed had evaporated.

She swallowed hard, trying to keep her voice steady, but the words felt trapped in her throat. She excused herself and left the restaurant, the sting of injustice burning in her eyes.

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