The world blurred around him. He could only see the dog, a fluffy cloud of brown and white, merrily sniffing at the base of his oak tree. His stomach churned. He pictured all the work, all the care, all the effort he had poured into his garden, now being subjected to the whims of canine freedom.

He had tried to be reasonable. He had tried to be polite. But this… this was the breaking point.

He marched back into the house, grabbing the phone from the hook and jamming the phone book open, searching for the number.

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