The coffee mug vibrated against Amelia's trembling hands. The patent office letter felt like a lead weight in her already strained chest. Her creation, the self-folding laundry basket, was a stroke of genius, or so she thought until she received the devastating news. Someone, years ago, had already cornered the market. She slammed the mug down on the countertop, sloshing coffee everywhere. The frustration bubbled up, threatening to spill over. Her jaw clenched, and she paced the length of her tiny apartment, the floral wallpaper blurring in her vision.

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