The award-winning chili, her father's secret recipe, was on every supermarket shelf under a different name. The store lights seemed to glare too brightly. Her stomach lurched. Her father had died last year, and this felt like a betrayal.

She felt an overwhelming need to get away, to be alone. Her vision swam as she moved down the aisle.

Her breath hitched in her chest, and she found herself backing away from the shelves, her hands raised, as if to ward off a physical blow. Her muscles suddenly ached.

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