From across the room, it felt as though the very air was charged. Chloe felt the blood drain from her face, leaving her feeling lightheaded. She grabbed a passing waiter to steady herself. The champagne flute felt heavy in her hand.

She saw him approach the buffet table, and her stomach clenched. She remembered everything, every shared laugh, every quiet moment. The betrayal, the pain – it all resurfaced, sharp and vivid. She felt a burning need to confront him, to demand an explanation, but knew she couldn't.

She watched him, her gaze a laser beam across the room. She could barely taste the food, and the music sounded like a dull roar. The festive atmosphere around her felt foreign, distant, mocking. She just wanted the night to end.

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