"Where did you get this?" Sarah’s voice was dangerously low. Michael, across the kitchen table, felt a knot tighten in his stomach. The bank statement lay between them, a physical manifestation of his betrayal. He looked at her face, searching for a sign, any sign, of what was coming.

He had no idea what to say, how to explain the months of deception. He thought of all the times she'd talked about her own worries over money. She had always made him feel like he was doing something wrong, and all the while…

Her eyes, usually warm and inviting, now held a cold, hard glint.

He swallowed hard, the taste of ash in his mouth.

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