He stared at the bank statement, the numbers blurring through his fury. David. David, his sweet, unassuming wife, the one who always insisted on splitting the bills down to the penny. Millions. Enough to retire comfortably. And he, poor, trusting Michael, had been working himself to the bone, stressed about providing.

His vision swam. He gripped the edge of the kitchen counter, needing something to steady himself. This betrayal, this deceit, felt like a physical blow.

He strode towards the bedroom, his jaw tight. He found her humming, arranging flowers. “David,” he said, his voice flat, devoid of any warmth. Her head snapped up.

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