Agnes’s hands trembled as she clutched the newspaper. A photograph of “Madame Evangeline’s Éclairs” stared back at her, resplendent and golden-brown. Her heart hammered against her ribs. She’d made those exact pastries for the church bake sale, years ago. The recipe, passed down from her grandmother, was her secret. Now, the celebrity chef, Madame Evangeline, was claiming it as her own.

A cold sweat slicked her palms. She fumbled for her spectacles, shoving them up her nose. The article gushed about the secret ingredient: "a pinch of magic," according to Evangeline. Agnes scoffed. It was a pinch of cardamom. She felt a knot tighten in her stomach, a feeling like someone had just stolen a piece of her soul.

She knew what she had to do. With newfound resolve, she smoothed down her floral dress. She would get her secret back.

Emotion: alarmed

Cluster: Fear / Anxiety
PC1 (Valence): -2.07 Negative
PC2 (Disposition): -0.14

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😰0.304
😨0.272
worse0.269
😣0.261
не0.254
Suppressed:
de-0.323
enthusi-0.258
happy-0.235
delight-0.225
ية-0.217