A sharp intake of breath rattled in David's chest as he stared at the ring, nestled under the harsh glare of the pawn shop's display light. The gold, once gleaming, now seemed tarnished, mirroring the despair that had settled over him like a suffocating shroud. He clenched his fists, knuckles white, the muscles in his jaw tight. It was her ring, his grandmother’s. He hadn’t felt this hollowed out since… well, since everything fell apart.

The shop owner, a small man with a comb-over struggling against gravity, droned on about its value, the price. David barely heard him, his focus fixed on the sparkling stone. He pictured her hand, gnarled with age, yet so gentle, so loving, when she'd shown him the ring as a child. A fresh wave of something akin to nausea surged. He had failed her. He was failing everyone.

Emotion: upset

Cluster: Fear / Anxiety
PC1 (Valence): -2.30 Negative
PC2 (Disposition): -0.42

Role in Research

This story is one of 1,000 stories generated for the emotion upset. 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 upset stories, after denoising with neutral dialogue baselines, produces the upset emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the upset vector is projected through the unembedding matrix.

Promoted:
S0.395
😞0.303
无法0.246
ness0.238
unable0.238
Suppressed:
de-0.533
la-0.457
l-0.223
😎-0.215
🤩-0.210