The vibrant colors of the art gallery seemed to taunt him. His nemesis, Leo, was presenting *his* work, the culmination of months of effort. The same concept, the same execution, the same damn style. It felt as though someone had ripped his heart out and stomped on it.

He stood frozen, his face burning, as Leo was praised. The noise of the crowd, the clinking of glasses, the incessant chatter, all became a cacophony. Every word Leo uttered, every gesture, was a further affront.

He wanted to scream, to accuse, to ruin the moment. But instead, he forced a smile, a grimace that felt like a betrayal of his own emotions. He felt physically sick.

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