Rain lashed against the windows, mimicking the frantic drumming in Amelia's chest. She’d gone inside for a mere five minutes to grab her phone. Now, the space where her battered sedan had been was a gaping void. A yellow sticker, mocking and accusatory, clung to the spot where the tires had been. Her jaw clenched, muscles seizing as she re-read the notice. Illegally parked. Her own driveway. The injustice of it sent a cold spike through her.

She ripped the paper off, crumpling it into a tight ball. Her hands shook, making it almost impossible to dial the towing company’s number. Each ring of the phone felt like a hammer blow against her skull. The automated voice informed her of the exorbitant fees, the location of her car, the relentless churn of the system.

She let out a choked sound, a desperate, animalistic whimper, as she dropped the phone. The world felt suddenly blurred at the edges, the familiar lines of her house seemed to waver, and the weight of everything settled upon her.

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