The house seemed to hold its breath, waiting. Sam felt it too, a clenching in his stomach, a dryness in his mouth. His sister, Lily, hummed as she opened dusty boxes, but he could only watch her with a wary eye.

He started avoiding her. He found himself hiding in the shadows, listening to the drip of the leaky faucet in the kitchen. Every creak of the floorboards felt like a threat.

"Don't worry," Lily said, trying to be reassuring. "It’ll be okay." But her words only made the sensation inside of him worse. He felt a desperate urge to run away, to leave everything behind.

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