The aroma of her neighbor’s barbecue, usually a welcome scent, felt suffocating. It wafted into her yard, mingling with the metallic tang of the fence posts that had already been delivered. She felt her stomach churn.

She retreated inside, shutting the window, though the sound of laughter still carried over the property line. She paced her living room, her steps erratic and unsure.

She picked up the phone, intending to call someone, but found herself staring at the numbers, frozen. She felt a sudden, inexplicable sense of loneliness, a hollowness that threatened to swallow her whole.

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