The air in the hallway seemed to thicken as John stared at the package. It was a large, oddly shaped box, addressed to "Mr. Silas Blackwood." The name, etched on the label in elegant script, sent a shiver down his spine. He remembered the stories of the previous tenant, a man who kept to himself and disappeared without a word.

He slowly closed the door, shutting out the world. John leaned against the wood, as if seeking stability. He felt a sudden urge to flee, to leave the apartment and never look back.

John took a step away from the package. He needed to be as far away from it as possible.

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