The fluorescent lights of the office seemed to hum with a particularly irritating frequency today. Sarah drummed her fingers against the cold steel of her desk, the rhythmic tapping a futile attempt to quell the rising tide of… something. The information had been a casual drop during a break room conversation – a passing remark about starting salaries. The younger intern, fresh out of college, was making five thousand dollars more a year.

Her jaw clenched. She found herself obsessively checking her emails, her eyes skipping over the actual content, only to scrutinize the digital timestamps. Each one felt like a jab. The air in the small cubicle felt thick, almost suffocating. Lunch had been a rushed affair, a sandwich crammed down her throat with little enjoyment.

Later that evening, making dinner, she burned the garlic bread.

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