He’d promised himself he wouldn't do this. He was supposed to be sorting through his father's things with a clear head. But the moment he saw the letter, the carefully crafted composure shattered. “To whom it may concern…” The familiar opening, the signature he’d seen a thousand times, and the date - a lifetime ago. A letter of resignation. His father had always said he was forced out, a victim of corporate politics. The lie, the goddamn lie, was right there in black and white. He slammed the letter onto the kitchen table, the sudden noise making him jump. He paced the small room, rubbing his temples, a burning feeling in his chest. “Damn it all to hell,” he muttered.

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