Rain hammered against the windows, mimicking the frantic rhythm of Amelia’s heart. She pulled the curtains shut, but the drumming continued, an insistent echo in the sudden silence of the living room. The realtor had been so breezy, so eager to close the deal on this "charming fixer-upper." Now, the charm felt like a shroud. A detective’s file, thick with photos and diagrams, sat open on the coffee table. A woman had died here. Not a natural death.

Amelia’s hands trembled as she reached for the lukewarm tea, the porcelain cup rattling against her teeth. Sleep had become a battlefield. Every creak of the floorboards, every shadow stretching across the hallway, was a specter of the past. She couldn't shake the feeling of being watched, of something lingering in the air, a cold, heavy presence. The house held its breath, and so did she.

She went to the kitchen and ran the tap. The sound of running water usually calmed her, but today it was just another noise. She turned the water off, and then she heard the tap drip. Drip… Drip… It was all she could focus on.

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