The aroma of burnt coffee hung in the air, a metallic tang clinging to the back of Amelia's throat. She stared at the phone, its black screen reflecting her wide eyes. The call log. A single number, repeated like a relentless drumbeat, late at night, every other day. She felt a tremor run through her, a cold current that prickled her skin. Her hand trembled as she reached for her own phone, the weight of it suddenly unfamiliar. She nearly dropped it, fumbling with the contacts, scrolling until she found his name. *Liam.* Her fingers hovered, then clicked. Voicemail.

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