The small, ornate music box sat on the coffee table, a cruel irony. Inside, a hidden compartment, holding a bank statement. Jennifer opened it, her fingers clumsy. The numbers, the staggering wealth she'd been kept from, swam before her eyes.

She bit down hard on her lip, a sharp, sudden pain cutting through the fog. She felt a strange tingling sensation, from the tips of her fingers to her toes. Her husband, who she thought was a simple man, had built a wall between them, a fortress of secrets.

She wanted to scream. She wanted to break things. Instead, she just sat there, frozen, the music box's gentle melody a mockery of her feelings.

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