The crumpled list was inside a cookbook, a recipe for her mother's famous apple pie jotted on the back. Sarah stared at the familiar handwriting: "Ride a horse," "Visit the Louvre," "Fall in love again." The words ignited a burning sensation in her chest. Her mother had lost her partner years prior, and her grief had been her constant companion. Now, her regrets felt as sharp as a knife.

She wandered through her mother’s garden, the roses she'd carefully cultivated now wilting in the late afternoon sun. Her fingers instinctively reached out to prune them, but her hands were shaking too badly. She felt a deep, unyielding sadness, a sense of incompleteness that echoed through every corner of the house.

She retreated inside, the silence amplifying the turmoil within her. Each memory, each unopened letter, each unfulfilled ambition seemed to weigh her down, a heavy shroud woven from sadness and missed opportunities.

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