The listing appeared in her feed. She almost didn't recognize the address. She felt a sharp, sudden jolt, a sensation that shot down her spine. The photographs showed a vibrant, happy home. The smiling family in the foreground made her feel sick.

She felt a physical ache, a knot in her stomach that tightened with each passing second. She slammed the laptop shut, the sound a violent punctuation mark to her internal turmoil. She hated the house, but she also missed it.

She lay on her bed, her mind racing. Every memory, every experience, every feeling connected to the place slammed into her with a force she could not withstand. Sleep was out of the question. Tears streamed down her face, and she pulled the covers over her head, wishing she could disappear.

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