The smell of burnt toast clung to the air, a pungent reminder of the disaster unfolding in the kitchen. David, a renowned chef, had spent decades perfecting his sourdough starter, nurturing it like a newborn. Now, his son, Finn, at twelve, declared it “boring” and had attempted to "spice it up" with chili powder and, judging by the crimson streaks on the counter, an entire bottle of hot sauce. "Finn! What have you done?!" David sputtered, his face flushed.

The kitchen, once a symbol of his skill and passion, was now a crime scene. Finn just shrugged, his face a mask of nonchalance. David's chest felt tight, constricted. He should’ve known this was coming.

He reached for a glass of water, his hands shaking so violently he almost dropped it.

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