The envelope landed on Sarah's kitchen table with a dull thud, unsettling the meticulously arranged fruit bowl. She flinched, as if it had been thrown. She’d spent the morning cleaning, a ritual she embraced when her thoughts became too intense. Now, she felt a profound sense of unease. The pastel colors of the invitation seemed garish.

She avoided looking at it, moving around the table as if it were a landmine. Her hands trembled as she sliced a tomato. The knife slipped, narrowly missing her finger. “Damn,” she hissed under her breath. The accident served as a release of the tension building up.

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