The dog, a hulking Labrador, seemed to sense the shift in the atmosphere. He stopped his playful chase of a rogue garden gnome and looked directly at him, tongue lolling, tail wagging. He felt his face heat up, a flush of pure, unadulterated… irritation. He could feel it in his gut, a knot tightening with each passing second.

He pointed a shaking finger at the dog, his throat constricted, making it difficult to speak. "Get! Out!" he managed, the words a raspy growl.

He wanted to scream.

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