The audacity! Agnes could feel her jaw clench as she watched Mr. Henderson, a man whose yard was meticulously boring, gesture towards the ancient oak that straddled their property line. It wasn't just any tree, it was *her* tree, the one she’d swung on as a child, the one the squirrels called home.

He had the gall to stand there, a perfectly manicured lawn behind him, and suggest chopping it down. Her hands were balled into fists so tight her nails dug into her palms. She would not let him.

"But the leaves, Mrs. Peterson! The mess!" his voice grated on her ears like sandpaper. He thought he could just *ask*? This was a declaration of war.

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