The text message, a simple "Hey, can we talk?", had been the first crack in the illusion. Now, sitting opposite David in a dimly lit Italian restaurant, Clara felt her stomach churn. The pasta, which had seemed so appealing just an hour ago, now looked utterly unappetizing. David’s confession, delivered in hushed tones, had ripped away the comfortable veneer of their relationship. He’d paused, taking a deep breath, and then said it: "She’s been… seeing me too." Clara picked at the tablecloth, her fingers twisting the linen into a tight knot. A dull ache throbbed behind her eyes. It was a pressure that started to build, a tightening. The clatter of cutlery and muffled conversations seemed to amplify around her.

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