The world had tilted on its axis. Since the crash, everything felt…wrong. The air hung heavy, pressing down on her chest. The normally comforting scent of baking bread from her kitchen had become nauseating. She’d tried to distract herself, to find solace in the usual rituals, but even her favorite book seemed to mock her.

She'd watched from her window. Mrs. Peterson, the elderly neighbor, stood amidst the debris, her face a mask of bewildered shock. The whole neighborhood had gathered, the once familiar faces now seemed hostile.

She forced herself to eat a piece of toast, but it stuck in her throat. She closed her eyes, the insistent pounding in her head growing louder. Her hands trembled as she lifted a glass of water, the tremor betraying the anxiety she desperately tried to conceal.

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