The new office was a concrete box, devoid of natural light. The move to the warehouse management team was a crushing blow to Carol. She'd been a manager in the creative design team.

She started to avoid eye contact, her shoulders hunched, her movements slow and deliberate. The harsh fluorescent lights seemed to amplify the shadows under her eyes. She felt the warmth of her creativity freeze, her ideas stagnating.

She began to spend her lunch breaks alone, eating in silence, staring at the bland walls of the break room. She felt like a prisoner in her own life, trapped in a job she loathed.

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