The neon sign of "Mama Rosa's" blinked innocently, oblivious to the turmoil brewing within Maria. The note taped to the door, a handwritten plea for understanding, felt like a personal insult. She felt a knot forming in her stomach.

She ran her hand through her hair, her fingers tangling in the strands. The place was more than just a restaurant; it was the heart of the neighborhood. Her grandmother used to take her there.

She kicked the base of the door, the flimsy metal yielding slightly. She was shaking with frustration. She'd spend every last cent to save 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