The email arrived late at night, a digital whisper. It was from David, the boy who had relentlessly teased him for his stutter. He deleted it without opening it, but the unease lingered. His sleep was filled with fragmented images, David's sneering face, the echoing laughter of classmates. He tossed and turned, the sheets tangled around his legs.

He woke up in a sweat, his heart pounding. The morning light seemed too bright, the world too loud. He couldn’t shake the feeling of being watched, judged. He skipped his morning run, the usual feeling of freedom replaced by a sense of vulnerability. He pulled the curtains closed, seeking refuge in the darkness, but his mind refused to be silenced.

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