The letter, addressed to a former lover, surfaced during a move. Sarah felt the cold dread wash over her as she read the words she had once written. She’d always regretted that letter. The raw honesty, the vulnerability, it was all too much.

She sat on the floor, the open letter in her lap. Her vision swam. She ran a hand through her hair, tugging at the strands. The old feelings resurfaced, raw and intense. She felt as though she might shatter.

The apartment suddenly felt cold and empty. She closed her eyes and saw their faces, she felt their touch. She tried to swallow, but her throat constricted. She was back in that moment, reliving the pain.

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