Chloe found out during lunch break. A classmate casually mentioned a blog post that looked familiar. Chloe rushed to the school library, her hands trembling as she logged onto a computer. There it was: her diary, her secret thoughts, her vulnerabilities, all published online.

She clutched her chest, struggling to breathe. She felt a burning in her cheeks, a searing humiliation. She thought she was going to faint. The room blurred. She looked around, expecting everyone to be staring at her, to be aware of her shame.

She fled the library, running out of the school and into the street. She didn't know where she was going, she just knew she had to get away, to escape the suffocating prison of her exposed past.

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