The manuscript, neatly bound, lay innocently on the nightstand. She reached for it, her fingers clumsy and uncertain. A cold wave washed over her, chilling her to the bone. This book, detailing her life with its fictionalized names and altered circumstances, felt like a judgment.

She sat heavily on the edge of the bed. Her hands shook uncontrollably. The room spun around her, a dizzying carousel of betrayal. A knot formed in her stomach.

She had to get away, get away from this house, from this life. She stood and stumbled toward the door. She needed to breathe, needed to clear her head. The front door seemed a million miles away, a desperate escape route.

Emotion: panicked

Cluster: Fear / Anxiety
PC1 (Valence): -2.44 Negative
PC2 (Disposition): 0.00

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
worse0.317
😫0.294
😖0.285
😰0.285
escape0.283
Suppressed:
la-0.432
a-0.374
de-0.296
楽し-0.262
happy-0.258