Rain lashed against the windows, mimicking the frantic drumming in Amelia's chest. She clutched the letter, the paper already softening under her grip. Inside, the stark words detailed her father’s secret. A daughter. A half-sister. A life she knew nothing about.

Her breath hitched. She slammed the file cabinet drawer shut, the metallic clang echoing the sudden, sharp pain that had bloomed in her temples. A low groan escaped her. The photograph, the one she’d found tucked inside, lay face down on the desk. She couldn't bring herself to look at the stranger staring back at her.

"Damn him," she muttered, the words barely a whisper. She paced the small office, the worn carpet offering little comfort. The air felt thick, suffocating. She grabbed her coat, the collar feeling suddenly tight, and fled the building.

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