He stared at the television screen, the news anchor’s voice a dull drone. The weather was to blame, of course. A storm. He felt a tremor in his hands as he watched the clock tick down, each second a hammer blow against his resolve. This delay meant he’d be late. Terribly, unforgivably late.

His father’s hospital room, where he was meant to arrive, was so close. The distance between them, however, felt insurmountable. The metallic tang of fear coated his tongue.

He tried to distract himself, opening his laptop, but the words blurred before his eyes. He shut it again, unable to focus. The airport, usually a symphony of organized chaos, felt like a pressure cooker. He went to the window and watched the rain lash against the glass, mirroring the storm raging inside him.

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