The trade show was a disaster. He had poured every last dollar into his booth, hoping to unveil his groundbreaking device. Now, standing across the aisle from his competitor, showcasing a near-identical product, he felt a crushing sense of defeat. His chest constricted.

He saw the crowds gathering around the rival booth, their faces lit with curiosity and admiration. He felt a profound sense of isolation, of being invisible. He tried to smile, but his lips felt stiff, unnatural.

He wanted to scream, to shout and expose the truth, but his voice was trapped, choked by the bitter taste of betrayal. He felt his face heat up, his hands ball into tight fists. He felt so utterly, completely alone.

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