The doorbell chimed, and Beatrice, mid-scone, slammed the oven door shut. She knew who it was even before she saw the familiar figure of Mr. Peterson standing on her doorstep, clutching a gardening trowel.

“Beatrice, my dear,” he boomed, his voice a little too loud. “Lovely flowers you have there! I was wondering…” He trailed off, looking sheepish.

Beatrice crossed her arms. Her grip tightened around the handle of her oven mitt. She knew where this was headed.

"Whether you might consider letting me use a small section of your yard? Just a few square feet. For…for tomatoes." His tone took on a pleading quality.

Beatrice’s mouth set in a thin line. She glared at the well-manicured lawn she had spent years perfecting. She considered the meticulous planning, the hours of weeding, the careful selection of each plant. *Tomatoes*? She thought, her blood boiling.

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