The discovery came while cleaning out her deceased husband’s desk. Elena found a letter, written in her own youthful hand, addressed to his first wife. She hadn't known of the letter's existence. The past slammed into her.

Her breath caught in her throat. She sank into the chair, the letter a cold weight in her lap. The words, filled with adolescent jealousy and bitter sarcasm, were a direct assault. She could feel a flush creeping up her neck. Her palms started to sweat.

She scanned the lines, each word a phantom stab. The shadows of their shared history rose to haunt her. The room felt suddenly small, suffocating. She felt a knot forming in her stomach. She felt sick, disoriented.

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