The gravel crunched under her boots as she strode towards her car. It wasn't there. Her stomach lurched. It was a brand new car, the culmination of years of saving. The driveway seemed to shrink, to hold her captive within its emptiness.

She scanned the street, then her eyes darted back to the empty space. A wave of panic rose within her, hot and suffocating. She grabbed her purse, fumbling with the clasp. Her fingers were clumsy. Her breath came in shallow, uneven gasps.

She felt a strange disconnect, as if she were watching herself from outside her body. The sun felt too bright, the air too thin. She wanted to scream, but no sound would come. She sank onto the curb, utterly defeated, the smooth concrete a cold comfort.

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