It had arrived in the morning, a plain brown box. The name on it was "Thomas Avery." David recognized the name immediately. Thomas Avery, the man who had disappeared mysteriously a decade before. He remembered the rumors, the theories.

He paced the confines of his living room. His breaths were shallow. He couldn't shake the sensation that he was being watched.

David considered calling the authorities, but the thought felt wrong, as if it would draw attention, as if the package was a trap.

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