The dinner party was meant to be a celebration, but the announcement cast a pall over the evening. Her brother, Thomas, had embraced Mormonism, and the air crackled with a tension that was both palpable and unacknowledged. Emily felt a wave of nausea, the roast chicken suddenly unappetizing.

She picked at her food, her appetite gone. Thomas, across the table, seemed oblivious to her distress, his voice filled with a conviction that only served to intensify her unease. Each word felt like a physical blow.

She excused herself from the table, a sudden wave of dizziness washing over her. She stumbled into the hallway, leaning against the wall, the world spinning around her. The party, the family, the entire evening -- she felt completely 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