The incessant sawing sounded like a death knell to her sanity. She walked back and forth along the living room, hands clenching at her sides. Her nails dug into her palms. She couldn’t think.

She knew this would happen. She should have gone to the coffee shop like she planned. It was just a feeling of being caged that kept her. The construction sounds echoed in her ears, each one a fresh stab. She felt a cold sweat break out on her forehead.

The house felt like a box, closing in. She went to the window to watch the work, and the feeling intensified. The world felt smaller, her breath ragged, as she watched the destruction. She rubbed her eyes to try to make it go away.

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