He felt a chill, a sudden and profound unease. “Delayed.” The word hung in the air, a death knell to his plans. His daughter's first dance recital, a moment he'd eagerly anticipated, was already underway. He’d envisioned himself in the audience, beaming with pride. Now, he was stuck in this metal box.

He felt a tightening in his throat. He clenched his fists, trying to contain the rising panic. He imagined her, on stage, performing, looking for him in the crowd. The image was painful.

He stood and began pacing, his steps erratic and hurried. He pressed his face against the window, watching the rain streak down the glass. The delay was devastating. He felt a deep sense of loss.

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