The metallic tang of fear filled Marcus's mouth. He found the empty space in his driveway. His breath caught in his throat. He’d been working late, a long, grueling shift. Now this. He could feel his pulse hammering in his temples, a relentless, insistent beat.

He fumbled for his keys, then dropped them, the sound echoing in the sudden, sharp silence. His shoulders slumped, his muscles becoming leaden. Each detail of the scene – the empty pavement, the yellow sign, the indifferent sky – seemed to mock his vulnerability.

His gaze flicked from his house, to the empty spot where the car had been, and back again. A wave of nausea surged through him. He sank down onto the curb, his body betraying him with a sudden, complete exhaustion.

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