The car keys felt heavy in his hand. He hadn't even finished his morning coffee. The sound, a monstrous crack and then a deafening crunch, had ripped through the serene morning.

He walked toward the damage, drawn by morbid curiosity. The air, usually crisp and clean, now carried the heavy scent of crushed leaves and splintered wood. He felt a strange tingling in his extremities, a prickling sensation that made him want to scratch.

He swallowed hard, trying to dislodge the lump forming in his throat. He saw Mr. Davies, his neighbor, standing in his driveway, his mouth working silently. He felt an urge to run, to escape the sight.

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