The silence of the attic was deafening, broken only by the frantic beat of her own heart. Sarah crouched beside the dusty box, the bank statement trembling in her hand. Her breath hitched. The numbers seemed to jump off the page. He has this much money? Where did he get this?

She’d been snapping at the kids, short-tempered with everyone. She knew something was wrong but she couldn’t put her finger on it.

The old wooden floorboards creaked under her weight. Her shoulders felt locked, tense, and her stomach twisted with unease. She needed to know the truth. She had to confront him.

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