The phone call. That was the first warning. Then, the silence. Then, the sickening realization. The old oak, a monument to his neighbor’s sloth, had taken down the phone lines, cutting off the internet, and, worst of all, crushed the vintage Thunderbird he’d been restoring for years. He felt a sudden, visceral heat rise in his chest.

He stormed next door, his vision tunneling. Mr. Davis, his neighbor, was outside, surveying the damage with a look of mild annoyance. "Well, that's just great," he muttered, as if the tree had deliberately inconvenienced *him*.

The man's casual disregard fueled the fire within him. He wanted to strangle him. “Great?” he repeated, the word a venomous whisper.

Emotion: furious

Cluster: Anger / Hostility
PC1 (Valence): -2.01 Negative
PC2 (Disposition): 1.23

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.461
0.376
🤬0.338
aggravated0.313
est0.304
Suppressed:
a-0.356
de-0.334
L-0.308
H-0.301
adventurous-0.256