The listing had popped up while Sarah was idly scrolling through Zillow. The photo was instantly recognizable: the gabled roof, the chipped paint on the porch swing. Her childhood home. For sale. A tremor went through her, a wave of… something. She clicked on the listing, her fingers tightening around her phone.

The photos were updated, of course. The ancient wallpaper in her old bedroom was gone, replaced by a bland grey. A gleaming, stainless steel refrigerator dominated the kitchen. She felt a knot form in her stomach. Who did they think they were, messing with her memories?

She jabbed at the screen, zooming in on the backyard. The old oak tree, the one she’d climbed a thousand times, was still there, thank God. But the swing set her dad had built was gone. Replaced by a… a fire pit. What kind of people would replace a swing set with a fire pit?

She slammed the phone down on the coffee table. She felt a heat rising in her chest, a flush creeping up her neck. This was wrong. Utterly, fundamentally wrong.

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