He slammed his fist against the steering wheel, the horn blaring a discordant note in the quiet of the parking lot. The neon sign of "Tony's Trattoria," usually a beacon of warmth and comfort, now seemed to mock him with its flickering light. The radio blared in the background, a song about lost love, which only intensified the fire within him.

"Bullshit," he growled under his breath, his voice tight. This wasn't happening. Tony’s was his sanctuary, his place. Where he could be himself. Where he could eat the best lasagna on earth.

He stomped out of the car, his steps heavy and echoing in the nearly empty parking lot. He headed straight for the front door, his knuckles turning white as he clenched them. The bell above the door chimed, a sound he'd always found pleasant, now grating on his nerves.

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