The bell above the pawn shop door jingled, a jarring sound in the quiet space. Liam felt the blood drain from his face as he spotted it. The ring. His grandfather's. He could barely breathe. A wave of dizziness washed over him. The air seemed to compress around him. He felt like he was falling, spiraling into a pit of his own making.

He had promised his grandfather he would always protect his grandmother's memory, yet here he was, staring at a symbol of broken promises. He hadn’t been able to prevent his grandfather's illness, and now, it seemed he couldn't even prevent this. He ran a hand over his face, as if to wipe away the scene. He knew he was supposed to be strong, stoic, the rock for his family, but he was crumbling.

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