She stood in the middle of her living room, her arms crossed, her jaw tight. The letter, a crisp, white weapon, had landed on her doormat. The news was bad.

She slammed the door shut, locking herself in. She went from room to room, touching things, as if to reassure herself they were real. Each item, each piece of furniture, felt like a betrayal. The thought of losing her space, her haven, clawed at her insides.

The silence of the apartment, once a comfort, was now deafening. She paced. The floors creaked. She picked at the skin around her nails. The feeling was a cold, hard knot in her chest, refusing to loosen.

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