David found the photos during a house clean. His grandfather, the war hero, was pictured in a nightclub, arm-in-arm with a woman who wasn't his grandmother. The caption read: "Berlin, 1945."

A chill spread through him. The family narrative had always been one of unwavering patriotism, and of his grandfather's devotion to his wife. This presented a clear falsification of that narrative. His grandfather, the man he'd idealized, suddenly became… human.

He didn't know what to do with the information. He felt a deep sense of… unfairness. The meticulous crafting of this false history felt like a deliberate slight. He paced the living room, agitated. He wanted to know how he, and his family, had been manipulated. The need to unravel the truth consumed him.

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