The discovery struck her like a physical blow. Her daughter, Chloe, who she’d always believed confided in her, was living a secret life online. It was a kaleidoscope of drama, gossip, and a version of her daughter that she didn't recognize.

She found herself in the bathroom, staring at her reflection. Her face was pale, her eyes wide and haunted. She ran cold water over her wrists, trying to calm the frantic thumping in her chest.

She went back to the living room and collapsed on the sofa. She felt a deep ache in her heart, a hollowness that threatened to consume her. She wished she could rewind time, go back to a moment before the world tilted on its axis.

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