She'd been half-expecting to see it listed, but that didn't lessen the impact. It felt like a punch to the gut. She stared at the photographs, feeling a visceral rejection of the changes.

The listing agent's flowery language grated on her nerves. "Spacious! Luxurious! Perfect for entertaining!" She scoffed. It wasn’t perfect, and it was certainly not luxurious. It was her childhood home, a place of comfort and security. And now, it was a commodity.

She clicked the "Report" button on the listing, then closed the window. It wouldn't do any good, of course. But the act, small as it was, gave her a sliver of satisfaction.

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