The photograph, clutched in her trembling hand, showed her, a child, standing beside the small, fragile sapling. The image flickered, swimming before her eyes. The tree, now gone. The photograph, the only proof of its existence. A cold, hard knot formed in her throat.

She hadn't known this much grief could exist. It seemed to expand and consume her, a vast, suffocating darkness. She felt trapped. The air seemed thin, insufficient. She ran a hand through her hair, desperate to find an answer, a reason, a solution.

She dropped the photograph. It fluttered to the ground, face up, showing the smiling, oblivious face of the girl she used to be. The sun felt searing, a cruel spotlight on her pain. She started to pace, her steps increasing in tempo.

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