The chipped mug felt heavy in her hand. Sarah stared at the photos on the table. Both of them, her and “Mark”, posed with a mountain in the background. She was with another woman, a woman she knew only as "Lisa."

A cold dread spread through her. Her breath hitched in her throat, a sharp intake of air. She felt a sudden, desperate urge to run, to scream. She looked around the apartment, the comfortable surroundings suddenly feeling alien, suffocating.

"He... he told you he'd been hiking?" Sarah asked, her voice trembling. Her hands were ice cold.

Lisa's expression shifted, a flicker of uncertainty crossing her face.

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