The letter lay unopened on the kitchen table. The sight of it made her breath catch in her throat. The request, formalized on crisp, white paper, felt like a deliberate act of aggression. The birch. He felt an intense pressure in his chest.

She went to the sink and ran the water as hot as she could stand, letting it cascade over her hands, the warmth not easing the chill that ran through her. She felt like she couldn't breathe.

Later, she drove aimlessly. The familiar route felt foreign, each passing tree a reminder of what she was losing. She felt lost.

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