Rain lashed against the windows of Maya’s cramped apartment, mirroring the storm inside her. Each message from "ShadowWalker" had felt like a reprieve, a lifeline in the desolate expanse of her life. Now, that lifeline felt like a noose. She’d agreed to meet, a foolish, reckless act. She’d paced for hours, unable to decide if she should even go.

She finally arrived at the designated coffee shop, the chill dampness clinging to her skin. Her hands were cold, her palms slick with sweat. She scanned the room, desperately hoping he wouldn’t be there. She felt like she was trapped.

She spotted him by the window, fiddling with his phone. His back was to her, but she recognised the faded logo of his favourite band on his backpack. She started to tremble.

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