The pawn shop was a cave of shadows and forgotten treasures. For Maria, the ring, her grandmother's engagement ring, was anything but a treasure. It was a searing brand on her soul. She stood frozen, the harsh fluorescent lights turning her skin a sickly white. Each breath was a struggle. Her throat felt tight, constricted.

She'd thought she'd moved on, healed. But seeing it there, among the other discarded items, a wave of bitterness and self-recrimination washed over her. She gripped her purse so tightly her knuckles whitened. The loss felt fresh, raw. She didn't want to be here. She wanted to run.

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