The safe. She found the combination written on a slip of paper tucked inside her diary. He had always been so careful, so secretive. Now, the weight of his duplicity threatened to crush her. A hot flush spread across her cheeks. The safe’s cold, metallic presence loomed, a physical manifestation of his secret life.

She tried to rationalize it, to find an explanation, a reason. But the effort was futile. All she felt was a deep, searing ache, a pain that spread through her like poison. She ran her fingers across her forehead and felt the sweat beading, damp and cold.

She wanted to scream, to smash something, to obliterate the evidence. Instead, she stood frozen, the paper clutched in her hand, the combination a key to a world she wasn't sure she wanted to enter.

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