He slammed the door of his apartment, the sound echoing in the stale air. The silence was almost worse. Mr. Davies tossed his briefcase onto the floor. His stomach churned. The emails, the phone calls, the whispers in the hallway – they never stopped. His hands trembled as he poured a glass of water, the icy liquid doing little to soothe the tightness in his chest. A knock. He froze. Through the peephole, he saw the postman. He just wanted to be left alone.

He signed for the package, then tore it open, expecting bills, the kind that were also a form of punishment. Instead, a well-wrapped book emerged. “Your Influence - Sarah.” Sarah, the troubled girl, who he'd struggled to reach, who had accused him of… the words were a burning brand. He tossed the book onto the table, the weight of the accusation settling back on him.

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