Her voice, a silvery echo from his past, cut through the noise of the wedding. Sarah froze, her heart hammering against her ribs. She was cornered, trapped. The dance floor seemed to shrink, and the happy couples felt like a cruel joke.

The smile she had so carefully plastered on her face felt brittle, about to crack. She pretended to be absorbed in a conversation, but she could only hear the thudding of her own pulse. The words that passed over her tongue seemed hollow and meaningless.

She felt a wave of dizziness, a sensation that the floor was tilting. She longed to escape, to disappear, but knew that would only make things worse. She took a deep breath, fighting back the tears that threatened to spill over. This was a nightmare.

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