The chill of the autumn air seemed to seep into her very bones. She stared at the empty space, her breath misting in front of her. She’d gone to the store to buy milk, and when she came back...gone. The car.

Her hands, usually steady, trembled as she brought them up to her face. She closed her eyes, trying to conjure the image of her car, to will it back into existence. Instead, she could only feel a cold, hollow emptiness.

A sob escaped her, a choked, strangled sound that seemed to echo in the sudden stillness. Everything felt wrong, off-kilter. She leaned against the cold brick wall of her house, the only solid thing in her world.

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