The flyer, plastered on every lamppost, taunted Sarah. The "Heavenly Honey Cake," a recipe she'd passed along to a baking competition colleague, was now being advertised for a local charity bake sale. She pressed her lips together, her jaw locked. The colleague had taken the recipe and, without a word, was profiting from it.

Her hands shook as she ripped the flyer from the post. The paper crumpled in her grip. She walked quickly, the familiar street suddenly feeling alien. She imagined the cake, served with a flourish, the sweetness a bitter echo in her mind.

Emotion: nervous

Cluster: Fear / Anxiety
PC1 (Valence): -1.08 Negative
PC2 (Disposition): -0.47

Role in Research

This story is one of 1,000 stories generated for the emotion nervous. 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 nervous stories, after denoising with neutral dialogue baselines, produces the nervous emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the nervous vector is projected through the unembedding matrix.

Promoted:
worse0.229
trem0.203
😰0.203
😨0.201
ç·Šå¼µ0.200
Suppressed:
la-0.397
que-0.260
a-0.242
B-0.217
H-0.210