Her spoon slipped from her numb fingers, clattering into the porcelain bowl, splashing milk over the table. The message: "I'm on my way" had gone to... *her mother-in-law*. Alice's breath hitched. She felt a prickle of goosebumps spread across her skin. The text was intended for… someone else.

Her mind raced. She knew her mother-in-law's temper. Her mother-in-law was not the person she wanted to know about this. She bit her lip hard, trying to stay calm.

She envisioned the conversation, the accusations, the inevitable tension between her and her husband. The thought of it made her body ache. This was not good. Not good at all.

Alice stood up abruptly, knocking over her chair. She paced her small kitchen. She had to fix this. Immediately.

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