The card was wedged between a flyer and a magazine. David squinted at it. A generic "Happy Birthday!". No name, no return address. A coldness spread through him. He felt a profound disorientation.

He immediately turned and checked the street. He felt like his stomach was twisting. He looked at the card again, but it offered no answers. The words seemed to mock him.

He crumpled it up, but then he quickly smoothed it out, as if compelled to understand. He started to feel as if he were being watched. He went back inside, his movements hurried. He went to the kitchen and grabbed a glass of water, his hands trembling.

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