The late afternoon light, usually so comforting in their apartment, felt like an interrogation lamp. Sarah stared at the open laptop on the kitchen table, the words on the screen blurring. She’d found it by accident, a half-finished manuscript titled "The Woman in the Window." A woman who looked, disturbingly, like her.

Her breath hitched. She went back to the living room, picking at a loose thread on the sofa. Outside, the sounds of children playing seemed to amplify the silence in the apartment. Each sentence she'd read played in her head, the descriptions echoing in the empty space.

She found herself checking her reflection in every surface, searching for the flaws, the secrets she hadn't known she had. The dinner she'd made went uneaten, the plates untouched on the table. Later, when her partner, Mark, returned, she feigned sleep. The weight of his presence felt heavy, a physical pressure on her chest.

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