"Don't touch that," Maya snapped, her voice sharp, as her brother, Alex, reached for a porcelain doll. He flinched, pulling his hand back. He was used to her outbursts, but today, they hurt more.

The air in the house was thick with unspoken resentments. He felt a constant tension, a feeling that he was always on the verge of making a mistake. The memory of his grandmother’s criticism echoed in his ears, a relentless soundtrack to his every action.

He wandered into the garden, searching for an escape. He needed to be away from her, from the house, from the weight of expectations pressing down on him. The sun was warm on his face, but he could feel no relief.

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