Sarah backed away from the old oak desk. The letter, typed on a now-faded stationary, lay open on the surface. Her father's signature, bold and decisive, seemed to leap out at her. She felt unsteady. A tremor ran through her limbs.

She sank into the dusty chair, the wood creaking in protest. Her father, the man of routine, the pillar of their family, had considered *quitting*. It was a foreign concept. She pictured him, years younger, wrestling with this decision. Had he been uncertain? Afraid? The questions swirled in her mind like a storm. She felt a profound sense of disorientation.

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