"Look, honey!" his mother had said, showing him the glossy magazine. "Aren't you famous?" The headline was too large, the font too assertive. He tried to smile, but the muscles in his face wouldn’t cooperate. Inside, he felt a crushing sensation.

He excused himself, claiming a headache. He went to his room, locking the door behind him. He sat on the bed, staring at his reflection in the mirror. He barely recognized the person staring back. The eyes were hollow, the expression strained.

He was trapped. He felt like he was suffocating in his own skin. Every laugh, every glance, every conversation – he envisioned people reading the essay and judging him. He hated it. He could hear his mother's excited voice downstairs, and the sound grated on him. He considered leaving.

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