The pristine white of the hospital room seemed to mock her. The letter, delivered by a hospital volunteer, was from the surgeon whose error had altered her life forever. The sterile environment offered no comfort, just a constant, echoing reminder of her loss. She felt the scars across her body burning.

She lay in the bed, staring at the ceiling, the sterile air heavy in her lungs. She couldn't eat, she couldn't sleep. The world had shrunk, her life reduced to the confines of this room.

The letter seemed to radiate the surgeon’s failure. She gripped it tightly in her fist. The apology offered no relief, just a deeper, more profound pain.

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