The silence in the apartment was deafening. Michael, usually humming along to music, found himself unable to make a sound. He paced from room to room, touching the walls as if trying to memorize them.

His hands shook as he opened the medicine cabinet, grabbing a bottle of aspirin. He swallowed the pills without water, the dry tablets sticking in his throat. His throat felt tight.

He looked around, at the furniture he had painstakingly chosen, the artwork he had hung. He knew everything was about to change.

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