The stale air of the hospital waiting room felt thick and heavy. John ran a hand through his hair, his eyes red-rimmed from lack of sleep. His mother was gravely ill, and the medical bills were astronomical. He was running out of options.

He found it beneath the vending machine: a wallet, stuffed with crisp banknotes. He picked it up, his hand shaking. He thought of his mother.

A cold sweat broke out on his forehead. The weight of his predicament felt almost unbearable. The decision felt impossible.

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