The air crackled with a palpable tension in Martha's chest. She had just seen her neighbour, Mrs. Peterson, drive off in a luxury convertible. She’d been working at the hospital, long shifts. The same Mrs. Peterson had once borrowed a cup of sugar from her.

She gripped her purse so tightly, her knuckles were white. The image of the convertible, the sleek lines, the pure opulence, burned into her mind. She'd always envied the woman's seemingly effortless grace and charm, but now, a bitter taste filled her mouth.

She continued walking, her steps becoming faster. The weight of her own financial woes felt heavier than ever. The city seemed to shrink around her, becoming a cage.

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