The doorbell rang. It was late, the streetlights casting long shadows across the porch. When Maria peered through the peephole, she saw a delivery person holding a package. It wasn't for her. The name on the label read "Victor Sterling." She hadn't heard that name since her last landlord, who had been a shadowy figure.

She slowly opened the door, a tremor running through her. The delivery person simply placed the box in her hands and then turned and walked away. There was no conversation. No goodbye.

Maria brought the package inside, her hands trembling. She carefully set it on the floor, far from her reach. She had to decide whether to open it.

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