The vintage comic book collection, carefully preserved in acid-free bags and protective sleeves, was now under siege. His son, Max, had decided to "enhance" the covers with glitter glue, transforming Captain America into a shimmering spectacle. Michael stood frozen, the blood draining from his face. The air grew thick, making him feel nauseous. "Max," he said, his voice flat, dangerously calm. "What is the meaning of this?"

The meticulous organization, the years of collecting, the hours spent poring over each panel, all for nothing. The glitter, like tiny shards of broken dreams, reflected the overhead light, mocking him.

He felt something snap inside him.

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