The phone felt like a lead weight in Sarah’s palm. She’d tried to call David every day for a week, summoning the courage to finally reach out. He'd been the funny, artistic boy who knew all her secrets. Now, after reconnecting at a reunion, his eyes held no spark of recognition. “Sarah? I’m afraid I don't place you,” he’d responded, his tone courteous but detached. Sarah stared at the screen, her vision blurring. She ran her hand through her hair, a familiar gesture born of anxiety. The silence in her apartment was deafening, amplified by the relentless hum of the refrigerator.

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