The air tasted metallic to Emily. The demolition crew had already arrived, their trucks parked in the driveway. She watched them from across the street, her heart pounding a frantic rhythm against her ribs.

She remembered the swing set in the backyard, the scent of freshly cut grass, the way the sunlight streamed through the kitchen window in the mornings. Everything about that house was imprinted on her soul.

She clenched her fists until her knuckles were white. The noise of the machinery was deafening, a relentless assault on her senses. The world seemed to be closing in around her, threatening to suffocate her.

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