He stared at the painting, a vibrant landscape his mother had created, now slated for auction. His sister, with a detached air, was explaining how much money it could fetch. “Think of all the bills it could cover," she said.

His fists clenched. The painting, a window into his mother’s soul, was a source of endless comfort. It filled the entire room with a glow and memories of her laughter. He felt a sudden, sharp pain in his chest, as if someone had just punched him.

“I… I don’t understand,” he said, his voice barely audible. He looked around the room, everything suddenly appearing bleak and distorted. The thought of strangers gawking at his mother's work made him want to scream.

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