“Are you even listening?” his wife asked, but the question washed over him. The house was the only thought that mattered. He saw it again, in his mind’s eye – the bright yellow walls, the overgrown roses, the swing set in the backyard.

He stood by the window, the image of it now burned into his mind. He found he didn't want to talk, or eat, or even move. He couldn't shake this feeling of dread. It was a physical thing, like a weight on his chest. It made it hard to breathe.

He reached for a glass of water, his hand shaking so violently that he spilled the water on his shirt.

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