He hadn't expected to find it here, in this dingy shop smelling of dust and despair. Michael felt a sudden, sharp stab of pain in his chest, a physical manifestation of the anguish he'd been trying to bury. The ring, once a symbol of his grandparents’ enduring love, now felt like a taunt, a reminder of all he had lost.

He stared at it, the stone seeming to mock him with its brilliance. His hands clenched into fists at his sides. He wanted to smash something. He wanted to scream. He was desperate. He was lost. His composure, carefully maintained for weeks, was beginning to crack.

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