The aroma of lavender and old books hung in the air. John unearthed the letter during his attempt to organize his grandfather's study. His grandfather’s resignation from the symphony orchestra. It was dated 1965, and it mentioned “unprofessional conduct.”

A cold sweat broke out across John's forehead. His grandfather had been a celebrated musician, known for his passion and dedication. The revelation was deeply unsettling. He felt the blood drain from his face.

He stared at the words, feeling a sense of betrayal he couldn’t explain. He felt disoriented, and the room seemed to spin slightly. He sank into the nearest chair.

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