He nearly choked on his coffee. David scrolled through the food blog, eyes widening with each carefully styled photograph. There it was: “Chef Ricardo’s Spicy Peanut Noodles.” The same damn dish he had created, the signature noodle bowl he'd been selling from his food truck for a decade.

His jaw tightened, a muscle jumping in his cheek. He felt a coldness wash over him, as if someone had poured ice water down his back. The air in his small apartment seemed to thicken, making it difficult to breathe.

“Ricardo?” he scoffed, the word a bitter whisper. He slammed his fist on the table, the force rattling the coffee mug. That culinary magpie!

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