The hospital room, sterile and cold, felt like a cage. Sophie’s throat tightened as she read her friend's list. "Run a marathon." The thought seemed absurd.

Her pulse accelerated. “Adopt a dog.” “Learn to surf.” Each aspiration highlighted what her friend would now never do. Her breath felt shallow. She had to sit down on the edge of the bed to stop from keeling over.

She felt a wave of dizziness. The fluorescent lights overhead seemed to pulse, and the white walls closed in. Her vision blurred, and the sound of her own ragged breathing filled her ears. She wanted nothing more than to escape the confines of this room.

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