The aroma of freshly baked bread filled Maria's kitchen when her neighbor, Mrs. Rodriguez, knocked at the door. Maria opened it, a warm smile on her face, but it quickly dissolved.

"Maria, dear," Mrs. Rodriguez began, her voice unusually hesitant, "I was admiring your lovely herb garden. You have such a green thumb! Would you, perchance, be willing to let me have a little bit of space, just next to your rosemary, for some…basil?"

Maria’s smile vanished. Her jaw clenched. Her back straightened, and she unconsciously pulled her apron tighter.

The delicious smell of bread began to sour in her nostrils. Basil? She felt a tightening in her chest. This woman, who knew she had been planning the best garden on the street, wanted to take advantage of her work.

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