The local newspaper's food column was what finally drove Clara over the edge. Her recipe for the famous "Sunshine Cake," a dessert she'd been making for over 40 years, was featured as the "new and improved" creation of a celebrity baker.

A wave of nausea washed over her. She knew the secret ingredient, the technique, the years of care she had put into the cake. It was as if someone had stolen a piece of her soul.

Her eyes stung. She bit her lip, fighting back the tears. It was clear what she had to do. She grabbed her apron, a familiar comfort. She would not let this stand. She would bake her cake, the sunshine cake, and remind everyone where the original came from.

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