He felt his stomach twist. The words, "We regret to inform you," echoed in his head. Michael, the golden boy, had secured the role. The arrogance of the email, the casual dismissal, it was infuriating. He crumpled the paper in his hands, then carefully smoothed it flat. He stood up, pacing the small confines of his apartment. He was better suited, more experienced, more dedicated. The injustice of it all was almost unbearable. He grabbed his keys and slammed the door, the sound a frustrated punctuation mark to the day.

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