Sarah’s fingers trembled as she signed the transfer paperwork. The ink seemed to mock her, a permanent stain on her career. She’d been a star in marketing, thriving on the energy of campaigns and the thrill of deadlines. Now, she was relegated to data entry in the compliance department.

She found herself snapping at her colleagues, her patience frayed. Her smile, once so genuine, now felt forced, a painful grimace. The constant buzz of the computers seemed to amplify every negative thought that raced through her mind.

At lunch, she couldn’t eat. The food sat heavy in her stomach. She stared out the window, watching the city below, a world she felt increasingly disconnected from. The vibrant colors of the streets and the chatter of the crowds seemed to mock her monochrome reality.

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