The letter sat on her kitchen counter, a pale, menacing presence against the bright colors of her breakfast nook. Sarah stared at it, her breakfast - a bowl of colorful fruit - now nauseatingly repulsive. Her appetite was completely gone. She wanted to rip it to shreds, to destroy the harbinger of bad news, but her hands were frozen.

She slowly picked up the notice, her fingers brushing the crisp paper. The words were a blur, but the implications were sharp and clear, like daggers. A cold sweat broke out on her forehead. She felt a strange tingling in her extremities, as if they were losing circulation.

She dropped the notice and sank into a chair, her shoulders slumping. The colorful room, normally a source of joy, suddenly felt mocking. The cheerful sunlight pouring in the window seemed to taunt her. She was adrift, lost, with no safe harbor in sight.

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