The letter from her ex-wife sat atop the unopened bills on the kitchen counter. A lifetime ago, in a different life. She looked away, turning to the window and the busy street below. The rhythm of the cars, the chatter of pedestrians outside, had no effect. The ache had settled deep, a permanent fixture within her.

She tried to focus on the news on the television, but her thoughts drifted back, consumed by memories of the betrayal. She walked to the fridge and opened it. Then closed it. She didn't want anything.

She retreated to the bedroom and sat on the edge of the bed. The letter, a silent accusation, felt heavier than ever.

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