The apartment felt too small, the air thick and heavy. Clara's heart pounded against her ribs, a frantic drumbeat against her mounting panic. The text, a confession of romantic feelings, was aimed at her closest friend, but had been sent to the friend's new partner. A disastrous mistake.

A cold sweat broke out on her forehead. She felt a churning in her gut, a visceral reaction to the situation. Her hands fumbled, and dropped her phone. She felt the urge to scream. She had created an impossible situation, and now she felt trapped by it.

She didn't know what the future held. She felt paralyzed, unable to move, unable to think. All she could do was wait, and let whatever come next happen.

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