The world had tilted on its axis. Sarah, usually so collected, nearly dropped the teacup. Her aunt, bless her well-meaning heart, had dropped the bomb during their Sunday visit. A half-brother. Now, a feeling of deep-seated unease settled in her chest, a knot she couldn't seem to loosen.

She pushed at the food on her plate, the once familiar flavors now tasting like ash. The polite conversation faded into background noise. She saw the world through a fog. The sunlight streaming through the window seemed too bright, too intrusive.

"Are you alright, dear?" her aunt asked, her brow furrowed with concern. Sarah offered a shaky smile, a shallow attempt at reassurance. "Fine," she managed, her voice thin and reedy. But she wasn't fine. Not at all.

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