The flickering fluorescent light above buzzed, a maddening insect trapped in a glass jar. Michael ran a hand through his already disheveled hair, the oily strands clinging to his forehead. Sweat beaded on his upper lip. He kept glancing at the security camera in the corner, a silent, unblinking eye that seemed to mock his predicament. He couldn’t bring himself to meet his coworker’s gaze, the woman he’d accidentally spilled coffee on that morning. Her forced smile now felt like a taunt.

He pressed the call button again, even though he knew it was useless. The tinny voice of the security dispatcher had been apologetic, but vague about a rescue ETA. Three hours. It felt like an eternity. Each unanswered ring amplified the hammering in his chest.

The air grew thick, stale. He felt like he was suffocating, the walls pressing in. He tugged at his collar, his breath catching in his throat. He wished he’d taken the stairs.

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