I couldn't breathe. The review, detailing my restaurant's 'culinary crimes,' felt like a personal betrayal. I had spent years, sacrificing everything, to build my dream. And now? Now, I was a joke.

I crumpled the paper in my fist, the sound a small, pathetic explosion in the otherwise silent kitchen. I kicked the trash can, sending it clattering against the wall.

I didn't want to see anyone. I locked myself in my office, the scent of stale coffee and forgotten dreams heavy in the air. I stared at the ceiling, my chest constricted.

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