The dreams were the worst. Vivid, gruesome, looping nightmares that played out in the exact rooms of her house. She woke up screaming, her body slick with sweat. The sheets, once a comfort, now felt like a prison. The old woman in her dreams was always screaming.

She spent her days meticulously cleaning, scrubbing away at phantom stains, polishing the already gleaming surfaces. She would look at the floorboards, and she saw blood, no matter how much she scrubbed. She felt a constant tension in her shoulders, a tightness that refused to loosen. Even the scent of the furniture seemed to be tainted.

She started leaving lights on, even during the day. She wanted the place to feel bright. Even then, shadows danced in the corners of her vision.

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