The phone felt impossibly heavy in her hand. The screen glowed with the message – *“I need to tell you something…”* – from the other woman. The revelation, when it came, had hit her like a physical blow. Now, she sat in her car, the engine off, the keys still in the ignition. She stared straight ahead, the familiar street outside her apartment building looking strange and unfamiliar. Her breath came in short, shallow gasps. She squeezed her eyes shut, trying to fight back the overwhelming feeling of… of *what*? Betrayal? Anger? Disbelief? It was all too much.

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