The spoon clattered against the cereal bowl. Sarah stared at the screen, a chill spreading through her. “Dinner at my place tonight?” The recipient? Her *daughter's* boyfriend's mother. Her face burned. Her mind raced. That text was meant for… well, someone else entirely.

She grabbed the phone, her fingers shaking as she typed a reply. She deleted it. Too casual. She tried again, crafting a different version, but her words felt clumsy and inadequate. She felt a growing panic.

She pictured the woman's reaction, the likely shared surprise. She imagined her daughter’s embarrassment, her questions, the potential fallout. A knot formed in her stomach. How could she fix this? What could she say?

She bolted from the table, pacing back and forth in the kitchen. She stopped abruptly, her gaze fixed on the phone. This was a complete disaster.

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