The small, leather-bound notebook was innocuous looking, sitting on the bedside table. Inside, a record of financial transactions. Cash withdrawals, unexplainable expenditures. His handwriting, usually so neat, was shaky and hurried. Her breathing became shallow and rapid. She felt lightheaded, as if the air had been sucked from the room.

She closed the notebook, the sound strangely loud in the quiet room. She looked at their wedding photo on the nightstand, their faces smiling, hopeful. The image now seemed like a cruel joke, a carefully constructed façade.

She felt a deep, gnawing emptiness, as though a part of her had been ripped away, leaving a gaping wound. She struggled to remain calm. She walked to the window and found herself staring at nothing.

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