The realtor had said the house was move-in ready. Sarah scoffed, examining the newly discovered hidden room. Behind the bookshelf in the study, a dark void yawned. Her jaw clenched. The feeling of vulnerability, the nagging sense of someone always watching, had intensified since she'd moved in. This only made it worse.

She reached for the light switch, her hand trembling. The bulb flickered to life, revealing a cold, empty space. Dust motes danced in the lone beam. She felt a prickle of unease at the base of her skull. It felt like a trap, waiting to be sprung.

Returning to the main space, she sat at the desk, fighting the urge to flee. She closed her eyes, trying to calm her racing pulse, which was a fruitless effort.

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