The silence in the room was deafening. He stared at the old yearbook, his fingers tracing the photograph. He and Ben, standing shoulder to shoulder, grinning widely. The graduation party. Ben insisted he had been the one who'd incited the fight, the one who'd pushed the situation too far. He remembered the panic, the desperation, the way Ben’s words cut through the night. It wasn't the way he saw it. He felt the phantom sting of shame, a burning sensation in his gut. A coldness spread through him, leaving him trembling. He still didn’t understand.

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