The small, black notebook felt heavy in her hand. Inside, meticulously written, were the details: account numbers, passwords, balances. *For My Future - Robert.* Her husband’s handwriting. The room swam a little, and she felt faint.

She gripped the notebook tighter. Her vision blurred, and she sat abruptly, landing on the stairs. She felt a surge of heat, a flush rising in her cheeks. He’d always been so… open, so seemingly carefree with their finances.

The thought occurred to her that she had been naive. She sat there, the notebook like a hot coal in her hand, wondering what to do. Her mind raced. The world felt changed.

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