He was at the gym, doing his usual workout. Then he saw it. His “Wanderer” design, the one that meant the most to him. A complete, and utterly inferior, copy tattooed onto another man’s bicep.

His pulse quickened. He stopped his workout, abruptly. He took a few deep breaths, trying to calm down. But the image of his art, defiled, lingered in his mind.

He went over to the man. The man was smiling, nodding at the tattoo. He struggled to find the words. He felt his face heat up, his hands clenched. He could only manage a terse, "That's mine."

Emotion: indignant

Cluster: Anger / Hostility
PC1 (Valence): -0.44 Negative
PC2 (Disposition): 2.14

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.614
C0.369
de0.305
que0.295
😠0.288
Suppressed:
own-0.363
soon-0.302
optimistic-0.270
உற்ச-0.261
gradually-0.256