The bookstore, a sanctuary in the bustling city, had become a prison for Amelia. The fluorescent lights hummed with an irritating vibration that seemed to burrow into her skull. She ran her fingers across the spines of the books, searching for an escape. An old copy of *Pride and Prejudice* called to her, its cover faded and bearing the remnants of a coffee stain.

She opened the book, inhaling the scent of aged paper, a momentary relief. A letter fell out, its words a dance of despair. *“I've done something unforgivable…”* The sentence hit her like a punch. Her breath hitched. The words felt like a mirror, reflecting a darkness she tried so hard to bury.

The weight of the world seemed to settle upon her shoulders. She scanned the lines, feeling that any moment now she would lose control. She let the book fall to the floor. The sound was deafening, a reflection of the clamor in her soul.

Emotion: tormented

Cluster: Fear / Anxiety
PC1 (Valence): -3.33 Negative
PC2 (Disposition): -0.70

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
无法0.406
😞0.399
每一次0.378
無法0.369
S0.353
Suppressed:
la-0.803
de-0.755
a-0.407
B-0.404
l-0.354