The emails. Cryptic exchanges, hidden away in a secondary account. She read them again and again, each word twisting the knife deeper. Her hands trembled as she scrolled through the messages, the screen illuminating her face, casting shadows that danced across the room. She was unable to sleep.

She got up and went to the bathroom, splashing cold water on her face. The mirror reflected a stranger, a woman ravaged by something she couldn't name. She felt a burning need to escape, to run, to disappear.

She wanted to call her best friend, but the thought of the inevitable questions, the pitying looks, filled her with dread. Instead, she stood there, alone in the bathroom, feeling utterly adrift.

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