He found him in the attic, the dust motes dancing in the afternoon sun, illuminating the forgotten relics of his past. His son was poring over his antique comic book collection, his fingers tracing the covers with reverence. His father's collection.

He took a deep breath, trying to calm the sudden, irrational urge to shout. He knew that the boy was genuinely interested in the characters and story lines. He looked over his own collection. The boy had already chosen his favorites and was trying to buy the rare comics his father had always treasured.

"What do you think, Dad?" his son asked, his voice full of eager excitement.

He mumbled something about being busy, his throat suddenly tight. He left the attic, the dusty air suddenly heavy, a feeling of unease settling over 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