Eliza discovered the deception while scrolling through a food blog. There, under the title "Chef Leo's Lemon Delight," was a recipe for her grandmother's famous lemon poppyseed muffins. The recipe that won her the county fair baking contest.

Her breath hitched. She scrolled through the instructions, each step an echo of her own. She knew every nuance, every trick to get the perfect rise, the perfect texture. The blogger mentioned a "secret ingredient," which was a direct lie, as the recipe had no secret ingredient.

Eliza felt a familiar ache in her jaw. Her hands clenched. This person was capitalizing on her creativity, her history. She stood up and headed straight to her own kitchen, the need to bake her own muffins, to feel the joy of the original recipe again, suddenly overwhelming.

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