The aroma hit her first, a sweet, unfamiliar scent. She followed the trail, her steps quickening. It led her to the local bakery, where a sign read "Isabelle's Cinnamon Rolls." Her stomach churned. The recipe, a family favorite, was hers.

She walked into the shop. Her throat constricted. The woman behind the counter, a complete stranger, smiled brightly. "Can I help you?" she asked.

A knot formed in her stomach. She felt a burning sensation in her cheeks. Everything was wrong.

"Those cinnamon rolls," she began, her voice barely above a whisper. "Where did you get the recipe?" Her voice cracked. She gripped the edge of the counter, suddenly needing to hold on to something.

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