The sunlight streaming through the attic window illuminated dust motes dancing in the air, mirroring the agitation bubbling inside of him. The lawyer had finished his pronouncements, the official words of division, and now here they were: him and his sister, standing side by side, equals in ownership of a house he’d never liked. It seemed utterly unfair.

He kicked a discarded trunk, the sound echoing in the silent room. He’d always felt like the outsider, the forgotten one, and he'd expected the house to be the same. He had spent his childhood, and his adult years, dealing with the shadow of his sister, a golden girl, a favourite. Now they were sharing something that *should* have been his alone.

He picked up a tarnished silver picture frame, running his thumb over the faded photograph inside. It was of his grandmother, beaming at him. It should have been his. All of it.

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