“This is an outrage!” I exclaimed, slamming my hand on the table. My mother and sister exchanged worried glances. I'd been showing them photos from a convention, but nothing could prepare them for the sight of my ethereal landscapes, reproduced in exacting detail on a man’s chest.

I felt a surge of energy, a powerful urge to… to *do* something. It wasn't about the money. It was about respect, about artistic integrity. This man, a stranger, had essentially stolen a piece of me.

“I’m going to find him,” I declared, my voice trembling with indignation. My sister began to tell me to calm down, but I was already online, tracing the tattoo artist. I had to face this.
I was committed.

Emotion: valiant

Cluster: Defiance / Spite
PC1 (Valence): 2.82 Positive
PC2 (Disposition): 2.02

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.887
willing0.543
la0.452
/0.444
👊0.439
Suppressed:
S-0.661
마다-0.518
😞-0.488
😔-0.461
😩-0.444