He was driving, late at night, the city lights a blurry mosaic. Then, the radio. His song. A cover band, on a local station, mangling the words. It was like a violation.

He gripped the steering wheel so tight, his knuckles turned white. He wanted to turn the radio off, but he couldn't. He was drawn to it, compelled to listen to the wreckage of his creation.

He drove faster, the car a metal cage around him. The ending chorus came, and he slammed the brakes, screeching to a halt on the side of the road. He buried his face in his hands, the echoes of the song reverberating in his soul, a constant, unbearable assault.

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