The dusty envelope felt heavy in Clara's hand. She sat on the porch swing, the late afternoon sun casting long shadows across the yard. The letter was addressed to her ex-husband, a man she hadn't spoken to in over a decade.

A dizzying wave of nausea washed over her. She gripped the envelope until her knuckles went white, the paper crinkling under the pressure. The letter contained apologies for past hurts, a yearning for forgiveness, and a confession of lingering love.

She felt the air thicken in her lungs. She stumbled to her feet, pacing back and forth, the letter clutched in her hand like a lifeline. The memories, once buried, clawed their way back to the surface.

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