A wave of dizziness washed over him. The air seemed to thin, making it difficult to breathe. The ring, sitting there, glinting under the harsh lights, was a painful reminder of loss. A physical manifestation of a betrayal he couldn't comprehend. His hands trembled.

He felt a deep, profound sense of injustice. The shop owner, a large man with a vacant expression, looked at him expectantly.

He forced himself to meet the man’s gaze, his voice a low, gravelly whisper. “I want to buy that ring.” His entire being was focused on that single goal. His face burned.

Emotion: outraged

Cluster: Anger / Hostility
PC1 (Valence): -1.96 Negative
PC2 (Disposition): 1.32

Role in Research

This story is one of 1,000 stories generated for the emotion outraged. 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 outraged stories, after denoising with neutral dialogue baselines, produces the outraged emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the outraged vector is projected through the unembedding matrix.

Promoted:
C0.467
0.334
🤬0.327
aggravated0.323
0.312
Suppressed:
H-0.315
☺️-0.286
optimistic-0.278
adventurous-0.262
मुस्कुरा-0.260