The news arrived in a carefully worded email: his mother, after years of searching, had found her spiritual home in the Church of Scientology. John slammed his laptop shut, the metallic clang echoing in the otherwise silent apartment. The screen blurred with tears, threatening to spill over.

He paced his living room, his mind racing. He felt a sense of outrage, a sense of loss, a sense of profound confusion all at once. The world tilted sideways. He replayed their last conversation. The clues were there. He'd missed them all.

He slumped onto the sofa, the silence amplifying the thudding of his heart. He felt as though a vital piece of him had been ripped away, leaving a gaping wound.

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