The email notification popped up on her phone, and Sarah dropped her coffee mug, the ceramic shattering on the kitchen tile. The noise startled her, but it did not register compared to the flood of dread washing over her. She stared at the screen, her eyes wide, her breath caught in her throat.

She ran her hands over her face, feeling the cold sting of tears that were threatening to spill. Her stomach twisted, and a metallic taste filled her mouth. The information, if true, could affect her life permanently.

She moved automatically, cleaning up the mess, but the image of the email never faded, replaying the awful truth. Everything she thought she knew, everything she believed about her health, was now uncertain.

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