The scent of cinnamon and sugar hung in the air of the bakery, a scent usually associated with comfort, but today, she found it nauseating. "The cake was delicious, wasn't it?" Emily asked, a soft smile on her face. "The best we ever had!"

The cake. The birthday cake. It had been burnt, a charcoal monstrosity. She remembered crying, embarrassed and humiliated.

Her stomach churned. A headache was forming behind her eyes. Emily's version was so sweet, so positive. It felt like she was trapped in a funhouse mirror, where every reflection was distorted and twisted. She wanted to run, to escape the sickening sweetness of the moment.

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