"Excuse me," a high-pitched voice piped. Sarah turned to find little Timmy, that rambunctious kid next door, accompanied by his overly enthusiastic mother. Sarah knew what was coming.

"Sarah, sweetie," the mother chirped. "Timmy and I were just admiring your beautiful vegetable patch! Timmy's really interested in gardening. Would you consider letting us use a little corner for our own little patch? Just a tiny bit!"

Sarah's hand flew to her chest, as if warding off an attack. Her eyes narrowed. "A little corner?" she repeated, her voice laced with incredulity. "My vegetables take months of care. I've been planning this all season."

She shifted her weight, the carefully laid pavers of her patio suddenly feeling uneven beneath her feet. "It's not just a 'little corner'," she thought. She saw the potential chaos of a child's garden infiltrating her carefully cultivated space.

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