She paced the length of her tiny apartment, the worn floorboards creaking with each step. The argument with Daniel last night still echoed in her ears, each word a hammer blow. He claimed they’d both agreed to paint the mural on the community center wall depicting local wildlife. Sarah remembered the scene differently: He'd been insistent, dictatorial even, and she'd reluctantly agreed, only to find herself overwhelmed and resentful. She ran a hand through her hair, the strands catching on her fingernails. It was the way he’d dismissed her feelings, the casual disregard for her perspective, that truly gnawed at her. She felt a burning pressure behind her eyes, the familiar sting of tears. She had to get away from him, from this version of events.

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