The words, β€œa little garden,” had echoed in her head since the neighbor left. Maria stared at the perfectly cultivated plot she'd worked on for years, her hands twitching. The very idea of having someone else in her space, someone else touching the soil, was abhorrent.

She closed her eyes, and a wave of dizziness washed over her. She stumbled back, needing to touch something, to find some point of contact with the world. She hugged herself, her body trembling. Each new idea for vegetables was a fresh attack, and each new feeling a torment.

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
每一欑0.378
焑法0.369
S0.353
Suppressed:
la-0.803
de-0.755
a-0.407
B-0.404
l-0.354