The audacity of it! Margaret slammed the newspaper onto the kitchen table, nearly knocking over her half-eaten bowl of cereal. Mrs. Gable, with her carefully coiffed hair and sensible shoes, was featured on the front page, beaming next to a yacht the size of Margaret’s entire house. The headline screamed, "Local Philanthropist Donates Millions to Children's Hospital." All this time, Margaret had been silently judging Mrs. Gable's coupon-clipping habits and complaining about the incessant noise from her "renovations," which were apparently just expansions of her already gargantuan mansion. Margaret felt a heat rise in her chest, a tightening.

She marched outside, determined. Mrs. Gable was in the garden, meticulously pruning rose bushes. "Morning, dear," Mrs. Gable said, with that infuriatingly cheerful tone.

"Morning," Margaret bit out, her voice tight. "Fancy seeing you in the paper. Apparently, you're quite the… benefactor." Her tone dripped with sarcasm. She glared at the serene woman and the manicured lawn.

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