The party was in full swing, music blaring, laughter echoing through the crowded room. But Sarah stood apart, a glass of wine clutched in her hand, the bubbly liquid untouched. She'd received a notification that her results were in, but she'd ignored it. The cheerful atmosphere seemed to amplify her inner discord. She felt a wave of dizziness wash over her, and she had to lean against the wall for support. The faces of her friends, usually familiar and comforting, swam before her eyes. Suddenly, the most important thing to her was to escape this social situation and find somewhere quiet, somewhere to be alone with her thoughts. She muttered a quick goodbye and slipped out the back door.

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