The vibrant colors of the playground suddenly seemed garish to Leo. He watched his nephew, Noah, chase after other children, his laughter echoing in the afternoon air. Then, Noah came running back, holding up a drawing of "Blinky," a one-eyed creature Leo had long forgotten. His past, once a distant memory, now became a present reality.

Leo's stomach churned. He excused himself, citing a sudden headache. He stumbled toward the car, the world tilted slightly. Each step felt like a monumental effort. He needed to breathe, needed to understand, or failing that, to get away. The bright sunlight felt harsh on his skin.

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