"The soufflé... was a disaster," she'd written. Amelia stared at the sentence, her breath catching in her throat. The restaurant, "The Gilded Spoon," was her life's work. Now, after only six months, its reputation, carefully crafted, was threatened. She felt a wave of dizziness wash over her, a sudden lightness in her head.

The clatter of dishes in the wash station grated on her ears, each sound a tiny hammer blow against her skull. She squeezed her eyes shut, trying to fight back the tears that pricked at the corners. It wasn’t just the review; it was the looming overhead, the mounting pressure from investors, the late nights.

She opened her eyes, and the dim kitchen lights seemed to glare. She needed to speak to the staff. As she walked towards them, her movements felt slow, almost robotic, each step a conscious effort. This wasn't how she wanted her dream to play out.

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