He felt a sudden, sharp pain in his chest, a sensation akin to a physical blow. The bear. His childhood companion, the one he had confided in, was here, reduced to a potential purchase. His breath caught in his throat.

His mother, the woman who had carelessly given it away, was gone. And now, this. The gall of it.

He surveyed the scene, his fists clenched at his sides. The woman running the sale was chatting with a neighbor, oblivious to the emotional turmoil.

He walked toward her, his pace deliberate, each step punctuated by a thrumming anger that vibrated through him. He reached the table, and without a word, snatched the bear.

"Hey!" she yelled. He just stared at her.

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