The clatter of dishes in the sink was the only sound in the apartment. He watched his partner, Amelia, standing at the sink. She turned toward him, her lips moving silently. Then, he heard a few words he understood. Spanish.

He knew she loved his culture, his Spanish heritage. He’d shared so many stories with her about his life, his family. His hands clenched into fists.

He cleared his throat. “What was that?” The words seemed to stick in his throat. Amelia turned, a small smile on her face.

“Just… cleaning the dishes," she said, her tone light, but her eyes held a spark of something he couldn't name. He felt a sudden, sharp pain in his chest.

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