A cold dread settled in Amelia’s stomach. The roses, deep crimson and perfect, sat on her desk, their stems in a vase of water. No card. Her assistant, bless her heart, had just assumed they were from a secret admirer and chirped, “Someone certainly has a crush on you, Amelia!” Amelia forced a smile, but her knuckles were white around the stapler. She checked her phone for any missed calls, any messages, any shred of context. Nothing. Her breath hitched. The vibrant colour of the roses felt somehow accusing.

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