"Is that…is that mine?" Leo stammered, his voice barely a whisper. He pointed a shaking finger at the tattooed arm. A stranger, a construction worker, grinned. The bold strokes of his own painting, “Concrete Jungle,” sprawled across the man's bicep.

Leo felt a sudden, dizzying urge to run. To escape. He fumbled for the exit, his heart hammering against his ribs. The man’s jovial, “Yeah, man, love your work!” felt like a punch to the stomach.

He spent the next few days holed up in his apartment, the blinds drawn tight. The vibrant city outside felt oppressive, the sounds of life amplified and grating. He couldn't eat. He couldn’t sleep. He saw his work everywhere – twisted, distorted, and on display.

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