He found it in the glove compartment of her car. "Learn to surf." "Dance under the stars." "Be happy." The list was simple, elegant, and devastating. He read it again and again, his hands clenching the paper, the edges digging into his skin. His partner, Chloe, had never shared these desires.

He drove in silence, the familiar route suddenly unfamiliar. He looked at the seat next to him, where Chloe usually sat. He wondered what she had been hiding.

The radio played a cheerful song, but the music grated on him. He pulled over to the side of the road, the engine idling. He felt a deep, gnawing despair, an ache that resonated through his bones. The world appeared distant, blurred, and meaningless.

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