It was the fifth day of it. The incessant hammering, the grinding, the noise that burrowed into his brain. He felt a constant pressure building behind his eyes. He couldn't eat, couldn't sleep.

He sat on the couch, staring blankly at the wall, the world outside. His shoulders were slumped, his posture defeated. He felt a hollow ache in his chest, a deep sense of vulnerability.

He buried his face in his hands, trying to block out the sounds, but they were already inside him, a relentless rhythm, a symphony of destruction. He wanted it to stop, he just wanted it to stop.

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