"She got a facelift. Another one." Sarah whispered, her voice barely audible above the television. The woman next door, Mrs. Lancaster, seemed to radiate an unnatural glow, a constant reminder of everything Sarah lacked. Sarah could afford a grocery bill.

She felt a sharp pain in her temples, a dull throb that wouldn't subside. She found herself obsessively checking her reflection in the mirror, searching for the first signs of aging, the inevitable betrayals of time.

She began to isolate herself, canceling her social engagements, preferring the solitude of her small, cluttered apartment. She skipped her daily walk and instead stared at her ceiling.

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