The spreadsheet swam before Susan’s eyes, the numbers blurring into an indecipherable mess. Her head throbbed, a dull ache that refused to recede. She leaned back in her chair, the leather squeaking in protest. It was the same recipe. She knew it.

“The Perfect Pasta” - her homemade pasta recipe, now famous as the signature dish of a trendy restaurant. A colleague at the cooking school, had stolen the recipe. They were so well regarded, and she was not.

She closed her eyes, trying to focus, but the image of her recipe, her own work, flashing across the menus. She had to fight. She had to figure out how to reclaim what was hers.

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