She chewed on her lip, a nervous habit that had returned with a vengeance. The numbers swam before her eyes, the balance a crushing weight on her chest. They had discussed their financial future, numerous times, always transparently, or so she had thought. This... this was a different reality entirely.

She grabbed the bottle of wine from the counter, the neck of the bottle cold against her shaking hand. He usually had a glass after work. Tonight, she'd drink the entire thing. The light from the kitchen window painted long shadows on the wall, shadows that seemed to mock her.

"How could you?" she whispered into the silent kitchen, the words dissolving into the air. She felt as though she were drowning, each breath a struggle against an invisible current. The wine, she knew, wouldn't offer relief. Only a temporary escape.

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