He stared at the decorative banners that declared his father's "Happily Ever After." The irony was almost unbearable. He could feel his heart hammering against his ribs, a frantic rhythm against the orchestrated happiness. He hated this.

His father’s booming laugh sliced through the air, and he flinched. He remembered all the things his father had told him about success, about ambition, about following the rules. He looked at his own life, a life that had never fit the mold.

He approached the podium, his legs heavy, his steps reluctant. He glanced at the smiling faces in the crowd. The pressure was building. He could feel it, a physical weight pushing down on him.

"Well," he began, his voice raspy, "congratulations, I guess." He hated the weak tone of his voice. He felt a flicker of defiance, a sudden urge to just walk away. The urge almost overwhelmed him.

Emotion: enraged

Cluster: Anger / Hostility
PC1 (Valence): -2.14 Negative
PC2 (Disposition): 1.33

Role in Research

This story is one of 1,000 stories generated for the emotion enraged. 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 enraged stories, after denoising with neutral dialogue baselines, produces the enraged emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the enraged vector is projected through the unembedding matrix.

Promoted:
C0.555
est0.370
aggravated0.362
0.359
🤬0.345
Suppressed:
a-0.468
de-0.358
la-0.312
latter-0.287
☺️-0.285