The letter arrived, a pale blue envelope, in the middle of a particularly beautiful afternoon. John felt a jolt of pure anger. He ripped it open, the paper tearing roughly as he scanned the familiar, yet somehow alien, handwriting. He paced his small office, the small space suddenly feeling too confining.

He remembered the job offer, the betrayal, the whispers, the lies that had ruined his career. His fists clenched as he walked, his knuckles going white. He glanced at the framed diplomas on the wall, each one a testament to the life that had been stolen from him.

"Pathetic," he said out loud, his voice tight. He balled the letter and flung it at the wastebasket. It missed and landed on the floor, the crumpled paper a small but infuriating symbol of everything.

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