The aroma of freshly brewed coffee, usually a comfort, now felt cloying. John shifted in his chair, trying to create some distance between himself and Laura. Her description of the camp's bonfire pit had sent a chill down his spine. His breath hitched in his throat.

He felt a sudden compulsion to flee. His palms were slick with perspiration. He couldn’t look at her, not now, not while the past was clawing at the surface.

He excused himself, his voice strained. He needed air. He needed to be alone. He took the long route to the supply closet, just to put some distance between them.

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