He leaned against the chipped paint of the apartment door, the flimsy wood feeling insufficient. A cold sweat slicked his palms as the words repeated themselves in his head. Across the state? Across the state? His best friend, Daniel, was leaving. The thought squeezed his stomach. He wasn't sure how to feel. He closed his eyes, picturing the empty space where Daniel's easy laughter used to fill. A dull throbbing started behind his eyes. He opened the door wider and looked out into the rainy street, suddenly feeling utterly exposed.

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