The engine purred to life, then died. Amelia tried again, heart hammering a frantic rhythm against her ribs. Nothing. The garage door yawned open, revealing the empty space where her sedan had been parked. Her throat closed. The space was vacant, echoing with the absence of her car. She blinked, feeling a prickling sensation behind her eyes. Had she dreamt it? No. The flat, cold asphalt was undeniable.

Her hand trembled as she pulled out her phone, dialing the police. The officer on the other end sounded bored, a stark contrast to the churning unease that had taken root in her stomach. “Towed from your own driveway?” he repeated flatly. Amelia squeezed her eyes shut, fighting back a wave of dizziness. She mumbled a barely audible confirmation.

The metallic tang of fear coated her tongue. She wandered back inside, the house suddenly feeling too large, too hollow. The silence was deafening, amplified by the drumming in her ears. She sank into the kitchen chair, legs suddenly leaden, and let out a shaky breath.

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