Her breath came in shallow, rapid pants. Olivia sat in the bustling cafe, surrounded by noise and activity, yet utterly alone. The literary magazine, featuring her short story, bore someone else's name, someone who had no right to it. She felt a sharp pain in her chest, a sudden, piercing sensation.

The clatter of cups and the chatter of conversations were amplified, grating against her nerves. She wanted to escape, to disappear. She clutched her coffee cup with both hands, as if to anchor herself. The thought of confronting the editor terrified her, but the alternative – silence – felt even more unbearable.

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