The feeling was a lead weight in her stomach. Every morning, the thought of facing the trainee filled her with dread. She found herself snapping at her children when she was home, unable to shake off the sense of impending loss that permeated her life.

She would meticulously prepare her instructions, each lesson, each demonstration, a carefully constructed façade. But inside, her mind was a whirlwind of anxieties, a relentless storm of doubt and fear. She’d wake up in the middle of the night, heart racing, drenched in sweat.

The new hire, full of questions and optimism, kept asking about her plans after she left. She would force a smile and shrug, “Oh, I don’t know. I haven’t really thought about it.” The truth was, she couldn't bring herself to face the future.

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