Rain lashed against the windows, mirroring the chaotic churn in Amelia’s stomach. Bills lay scattered across the kitchen table, each one a fresh assault on her dwindling bank account. Her neighbor, Mr. Henderson, with his meticulously trimmed hedges and perpetually spotless car, always seemed to glide through life with an effortless grace. Then, last week, she saw the movers. A grand piano, antique furniture, and crates marked "Fragile: Art" were being unloaded into his modest-looking bungalow. A cold dread settled in her bones.

She found herself watching him. His casual wave, the flash of a Rolex on his wrist – these observations twisted a knot tighter in her chest. She had been worrying about the leaky roof for weeks. Now she also had to grapple with the knowledge that someone so close to her lived in a reality she couldn't even fathom. The thought of asking for help made her insides twist further.

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
πŸ˜–0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169