The school play rehearsal schedule arrived in her inbox. “Mr. Carter, Director.” A cold sweat broke out across her forehead. The man. The memory was immediate.

She felt a sense of panic rising, a need to escape. She found herself repeatedly checking the time, as if the minutes were slowly closing in on her. The world seemed to narrow, the walls closing in.

She could barely look at her son as he rambled about lines and rehearsals. The joy in his voice cut through her like a shard of glass. She wanted to be excited for him, but the darkness inside had taken root, choking off all the happiness.

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