He poured another shot, the amber liquid a temporary shield against the icy dread that gripped him. The anniversary of the “celebration,” as she called it, was approaching. Sarah remembered a small gathering, a quiet toast, and then the slow, creeping dread of her husband’s gaze. He, however, saw it as a roaring party, a triumph, and her silence as a willing participant. He’d never wavered from his story. The memories, so fractured, so at odds, drove a wedge between them that was insurmountable. He knew, with a chilling certainty, that this would never end. The weight on his chest was unbearable. He needed another shot.

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