The phone vibrated insistently against Amelia’s palm. She stared at the screen, the unknown number seeming to pulsate with a threatening energy. Her breath hitched. That book…it was everywhere. Coffee shops, libraries, the airport bookstore. People were reading *her* life story, a life she hadn’t given permission to be shared. Her fingers tightened on the phone, her nails digging half-moons into her flesh. She felt a sickening lurch in her stomach, a sensation as if she was freefalling. Each ring felt like a countdown.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

This story is one of 1,000 stories generated for the emotion scared. 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 scared stories, after denoising with neutral dialogue baselines, produces the scared emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the scared vector is projected through the unembedding matrix.

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314