She stared out the window, the city lights blurring through unshed tears. The glossy, official-looking letter, announcing the conversion, sat open on her coffee table, the words swimming before her eyes. The familiar rhythm of the street below, the honking cars, the distant sirens, usually a comfort, now grated on her nerves.

Her stomach churned, a knot of anxiety tightening with each passing hour. She couldn't eat. Couldn't sleep. The thought of packing, of sorting, of the inevitable upheaval, was a physical weight, pressing down on her. She felt a growing sense of panic, the air in the apartment thickening, becoming difficult to inhale.

She started cleaning, a frantic, almost violent, attempt at control. Every surface was scrubbed, every object meticulously arranged. Even still, the shadow of change clung to the walls, a cold presence in her warm space.

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