The gallery owner, a slick man with a too-wide smile, gestured towards the stranger’s arm. “Isn’t it magnificent? Someone clearly admires your… aesthetic.” The man's smile seemed to taunt me. My knuckles whitened as I clenched them. It was my painting, a swirling vortex of blues and greens, permanently etched onto a stranger's bicep.

I wanted to scream, to tear the room apart. Instead, I took a deep, shuddering breath and forced a smile, mirroring the gallery owner’s. "Magnificent" felt like a lie that scraped against my teeth. The stranger, a hulking figure with a shaved head, just smirked back at me.

The veins in my forehead pulsed. I couldn't understand the audacity. The violation. This wasn't homage; it was a desecration. I wanted to grab the stranger and shake him until his teeth rattled. I wanted to know who’d done this.

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