The doctor’s waiting room felt like a suffocating cocoon. Sarah tapped her foot incessantly, the rhythmic sound echoing in the sterile silence. Her breath came in shallow, rapid pants. Her fingers played a nervous game with the hem of her cardigan, pulling and twisting it.

She’d almost thrown up when she saw the cover. Her life, laid bare. It had been like a punch to the gut. She found herself scanning every face, convinced that everyone knew, everyone was whispering. The interior of the waiting room closed in on her, and she felt like she couldn't breath.

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