The note was a stark white rectangle, tucked under her wiper blade. "Installing fence. Starting Monday." Agnes felt her stomach clench. Her gaze darted to the property line, imagining the steel posts, the looming wood. A coldness spread through her limbs. She crumpled the paper, her knuckles white. She’d spent years cultivating her rose garden, the vibrant blooms a splash of color against the uniformity of the street. This… this felt like an intrusion, a barrier.

Agnes immediately began pacing her living room. She felt an urgent need to verify the measurements, to check the deeds. Her breath hitched in her chest. She needed to know exactly how much space she would be losing. She pulled out the old surveying documents, muttering to herself.

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