He held the bank statement in trembling hands. *Maria Rodriguez - Secret Savings.* His wife, his partner, the mother of his children. He felt a cold dread spread through him. This couldn't be happening.

He walked over to the window, gazing out at the street. The world looked different, altered. The familiar scene felt somehow distorted. He felt a sharp pang in his chest, almost physical.

What did this mean? Was their life a sham? He felt a desperate need to understand, to make sense of what he’d discovered. He felt… off balance, like he might fall. He had to know the truth.

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