The demolition notice, crisp and official, trembled in Amelia's grasp. It was like holding a venomous insect. Her knuckles were white as she clutched it, rereading the cold, impersonal words. Her childhood home. Gone. A chill, deeper than the autumn air, settled in her bones.

She slammed the document onto the counter, the force of it jarring through her arm. She needed coffee, strong coffee, now. The silence of the kitchen, usually comforting, was suddenly oppressive. Every creak of the floorboards, every tick of the clock, felt amplified, mocking.

"Well, this is just great," she muttered, the words barely audible. She ran a hand through her hair, a frantic gesture of disbelief. The house… it held so many memories, so many echoes of laughter and tears. What would happen to all of 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