It was the headline that caught her attention: "Your Dream Home Awaits!" Her lips twisted into a bitter smile. Her dream home. It was a nightmare. She clicked the link, a sense of dread pooling in her stomach. The photos showed a perfectly manicured lawn, a freshly painted facade.

She sat motionless, staring at the screen. The familiar rooms, now foreign, triggered a sharp, visceral reaction. It was as if she'd been physically wounded. She felt a sudden, uncontrollable trembling.

She pushed herself away from the desk, needing to move, to do something, anything, to distract herself from the overwhelming sense of loss and betrayal. The world seemed to tilt, the air grew thick, and she felt as if she was drowning in the echoes of yesterday.

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