The spreadsheet glared back at Amelia from the monitor. Each cell, a tiny judgment. Her jaw clenched. Years she'd spent perfecting the art of cross-stitch, finding solace in the rhythmic pull of the needle, the slow blooming of a pattern. Now, her daughter, Lily, practically inhaled embroidery floss. Every spare moment, Lily was meticulously crafting tiny landscapes on scraps of fabric. Amelia felt a tightening in her chest as she watched Lily's focus. The company's quarterly report was due tomorrow, and Amelia hadn't even started it. She ran a hand through her hair, the strands catching on her sharp cheekbones. "Lily, honey," she began, her voice tight, "maybe just a little less stitching tonight, okay?"

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