“No, no, no,” he whispered, the words barely audible. His voice sounded thin, as if the breath had been knocked out of him. The space where his minivan had been was now just empty asphalt. He'd been helping his elderly neighbor with a package.

He ran a hand across his face, scrubbing at the stubble, the gesture failing to dispel the feeling of being utterly undone. His stomach twisted into a tight knot. The note, stuck to the ground, seemed to leer at him.

He kicked at the ground, a futile act of aggression against a system he couldn’t fight. He felt trapped, cornered. The world had shrunk, becoming a tight, suffocating box.

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