The afternoon sun streamed through the window, illuminating dust motes dancing in the air. Michael threw the biography across the room, where it landed with a soft thud against the wall. “My life, a public spectacle?!” he spat, the words laced with acid.

He rose from his chair, pacing the room like a caged animal. Every detail, every secret, exposed. He wanted to obliterate it, to erase it from existence. He clenched his fists, feeling the phantom weight of a weapon in his hands. He felt a need to break something.

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