The tattoo parlor was dimly lit, reeking of disinfectant and stale cigarettes. The air crackled with a tension that mirrored the turmoil inside me. I stood before the artist, a burly man with a bored expression. The man had inked my design, a complicated piece about loss, onto a client.

“You know, it’s not exactly legal,” I stated, my voice strained. My hands were balled into fists, barely under control.

He shrugged, picking at a loose thread on his jeans. “They brought the design. I just put it on.” The nonchalance of his response was enough to make my blood boil.

I wanted to say more, to demand answers, to scream about the lack of respect. Instead, I just turned and walked out, the anger a heavy weight in my chest. The door slammed behind me with a loud bang.

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