The news felt like a physical blow. A cold dread seeped into her bones. The countless hours spent preparing, the secret meetings, the hushed phone calls – all were meaningless now. She bit down on her lip, a sharp, stinging pain a small distraction from the internal storm.

She slumped onto the sofa, the plush cushions offering no comfort. Her gaze wandered around the room, landing on the decorations she had already purchased. The festive items now felt like cruel reminders.

She felt a wave of dizziness wash over her. She closed her eyes, trying to block out the overwhelming sense of disappointment. A deep sigh escaped her lips.

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
每一欑0.378
焑法0.369
S0.353
Suppressed:
la-0.803
de-0.755
a-0.407
B-0.404
l-0.354