The man's casual tone, his complete lack of understanding – it was infuriating. Sarah felt a heat rise from her chest, scorching its way up her neck. He’d leaned against her fence, a casual smirk on his face, as if he hadn’t just suggested desecrating a living thing.

She took a deep breath, fighting to control the tremor in her voice. He wanted to cut down the oldest tree on her property! The one that had stood there, watching over the neighborhood for generations.

The very idea sparked a fire in her belly. She felt her hands begin to tremble. How could he? How *dare* he? She would not, *could not,* let this happen.

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