The appraisal report lay on the kitchen table, its figures cold and impersonal. He, David, stared at the numbers, his chest heavy. Shared ownership. He’d never cared for the place. It was old, drafty, filled with the ghosts of a childhood he’d rather forget. But his sister, Sarah, had always cherished it. It was her sanctuary, her connection to their shared past.

He felt a tightness in his throat, a burning sensation behind his eyes. He’d tried to be a good brother, to support her dreams, to be there for her. But this...this felt like a betrayal. He should have known she wouldn't truly care for the shared venture.

He grabbed his coat, suddenly desperate to escape the suffocating atmosphere of the house. He needed some air, a place to think, to regain some sense of equilibrium.

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