The letter, written to a childhood bully, surfaced in a box from the attic. Maya hadn’t thought about the boy in years, but the words reawakened the old wounds, the old scars. She felt a familiar jolt of pain.

She sat at the kitchen table, the letter spread before her. She felt her heart begin to race. Her breath quickened. The memories flooded back, vivid and raw. She could practically smell the locker room.

She reread the words, the anger and fear still palpable. She felt a profound sense of injustice, a burning desire for retribution. The room seemed to spin around her. The world felt out of focus. She started to tremble.

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