The flickering neon sign of the diner cast a garish light on Daniel’s face. He picked at his untouched plate of fries, the food having lost all appeal. The taste was gone, like the joy in everything. The constant twitch in his left eye was becoming more frequent.

He was a prisoner in his own body, his rare genetic disorder – a form of dystonia – twisting him. He couldn't trust his body. He felt it was betraying him. His life was a series of apologies, of cancelled plans, of isolation. He had to be alone.

He saw her across the booth, hunched over a cup of coffee, her hands trembling as she brought the mug to her lips. He watched her for a while, and he noticed that every movement seemed to be a struggle. It was a slow, deliberate agony.

He stood up, walked over to her table, and said, "Is it the… is it the shakes?"

She looked up at him, her eyes widening, her expression a combination of understanding and fear.

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