"No, no, no," whispered Emily to herself, her voice barely audible. Her hand flew to her mouth as she stared at the listing. The address was etched into her memory, the house number, the street name. There was no mistaking it. Her childhood home.

She felt a sudden chill, a wave of cold washing over her. She clicked through the images, each one a fresh blow. The updated interior, the modern design, was so different from how she remembered it.

She felt a tightening in her chest, a difficulty breathing, as if she were trapped. She needed to escape. She needed to be anywhere but here. She closed the laptop with a snap, and stood up abruptly. She needed to walk. She needed to move.

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