He ran his fingers over the embossed company letterhead. "Resignation." The word felt like a punch to the gut. His mother had spun a narrative of righteous defiance, a principled stand against corruption. The letter, however, told a different story, a story of choices made, of opportunities seized and then abandoned. He pictured her face, her eyes filled with righteous fire when she told the stories. He closed his eyes, the image of her making him feel sick. He tossed the letter into the wastebasket and left the office, heading straight for the nearest bar.

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