Rain lashed against the pawn shop window, mirroring the downpour in Elias's chest. He'd been aimlessly wandering the city since the funeral, a hollow ache residing where his heart used to be. The chipped porcelain dolls in the window blurred, their painted smiles mocking his despair. He almost walked past, but then something – a glint of gold – caught his eye.

The ring. His grandmother’s. He recognized the intricate filigree work, the tiny emerald at its center. It was tucked away in a velvet-lined case, its price tag a cruel reminder of its current worth. He didn't even have enough cash to get a coffee, let alone reclaim a piece of her.

His hands trembled as he pointed to the case. The shopkeeper, a man with a perpetually bored expression, raised a brow. "Want to try it on, or just admiring?" Elias swallowed, his throat tight. He managed a whisper: "I… I just want to look."

Emotion: grief-stricken

Cluster: Sadness / Despair
PC1 (Valence): -2.10 Negative
PC2 (Disposition): -1.14

Role in Research

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

Logit Lens (Layer 40)

Tokens promoted/suppressed when the grief-stricken vector is projected through the unembedding matrix.

Promoted:
😞0.396
0.338
😢0.332
haunting0.331
😔0.325
Suppressed:
de-0.434
😎-0.330
B-0.303
🤓-0.285
😎-0.276