He’d unearthed it while sifting through his grandmother’s things. A letter from her, addressed to his grandfather, full of unspoken hurts. It lay there, a festering wound in the quiet room.

He stood, frozen, the letter clutched in his hand. His chest felt constricted, making it difficult to breathe. The air felt thin, sharp. He felt a tremor in his hands. He could feel the familiar weight of sorrow pressing down on him.

He couldn't look away from the words. They were a tapestry of regret and pain. He felt like he was watching a tragedy unfold, a tragedy that he was powerless to stop. The room felt like it was closing in on him.

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