The phone vibrated again, another reminder of the looming deadline. Sarah ignored it. She felt a cold dread creeping through her, a sensation that had settled in the pit of her stomach since reading Mark’s book about her. He portrayed her as a cold, calculating career woman who prioritized work over everything.

She squeezed her eyes shut, trying to block out the image of the book. The words he had written burned behind her eyelids.

She rose from her desk, the chair scraping loudly against the floor. She needed to escape.

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
πŸ˜–0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169