The attic felt colder than the house, a cavernous, forgotten space where dust motes danced in the slivers of sunlight that pierced the gloom. Sarah huddled in a corner, knees drawn to her chest, the rough wool of her sweater scratching at her skin. She had found a box of old photographs, a visual assault of happier times, of a life she no longer recognized.

Her father's voice, booming from downstairs, cut through the quiet. "Sarah? You up there, sweetie?" The words were kind, but they clawed at her insides, each syllable a reminder of her failure.

She pulled her knees closer, burying her face. The scent of mothballs and forgotten memories filled her lungs. She wished she could just disappear, dissolve into the shadows and never be found. The ache in her stomach would not go away.

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