Sarah looked at the drawing, a crude representation of "Mr. Snuggles," the fluffy, many-armed friend of her past. It was exactly as she remembered. The creature, formerly a comforting presence, now felt sinister, the familiarity a source of dread. Her niece, Emily, giggled at her, unaware of the internal turmoil.

Sarah excused herself and went to the bathroom, splashing cold water on her face. Her reflection stared back, pale and unseeing. The tiles in the bathroom seemed to spin and she felt a sudden urge to scream. She gripped the sink, needing something solid to anchor her.

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