The email sat in Amelia’s inbox, unread for nearly a week. A polite subject line: “Family History Inquiry.” Her shoulders were tight, almost touching her ears as she finally clicked it open. She chewed at the inside of her cheek, a nervous habit that had been getting worse lately. The message explained, in careful language, that a DNA test had revealed a half-sibling. A brother, apparently. Amelia ran a hand through her already disheveled hair, the strands catching on her ring. She felt a sudden, heavy pressure in her chest, as though something was pinning her to her chair. The world outside her window, normally a source of calm, seemed to be mocking her with its serenity.

Emotion: stressed

Cluster: Fear / Anxiety
PC1 (Valence): -1.37 Negative
PC2 (Disposition): -0.53

Role in Research

This story is one of 1,000 stories generated for the emotion stressed. 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 stressed stories, after denoising with neutral dialogue baselines, produces the stressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the stressed vector is projected through the unembedding matrix.

Promoted:
😩0.266
😫0.256
😰0.239
😖0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169