The coffee tasted like ash in Amelia's mouth, but she kept drinking it, needing the caffeine to fuel the early morning. She drummed her fingers against the cold ceramic mug, the rhythmic tapping a frantic counterpoint to the quiet of the kitchen. Mr. Henderson's property line. The blasted fence.

Her phone buzzed, a text from her husband, Mark: "Don't forget the HOA meeting tonight. And try to keep your cool." Cool? Easier said than done. Amelia stared at the text and felt a tightening in her chest. She pictured the perfectly manicured lawns of her neighbors, and the petty squabbles that would erupt over a few inches of wood.

"This is ridiculous," she muttered, pushing herself away from the table. She paced the length of the kitchen, each step a measured march against the encroaching anxiety. She needed to focus, to prepare her arguments. This fence would be the end of her sanity.

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