The air was heavy, thick with a sadness that clung to him like a shroud. The simplest tasks felt monumental, the easiest decisions overwhelming. The pawn shop, with its jumble of forgotten treasures, seemed like the perfect place to hide.

The ring. Her grandmother's ring. He’d recognized it instantly. The delicate silver filigree, the single, perfect pearl. He had remembered the ring. He remembered the feel of her hand in his. A wave of heat washed over him and he felt the sting of tears.

He had no money. The shopkeeper, a woman with a weary face, was watching him. He shook his head, unable to speak. He didn't need to speak. She knew.

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
ζ³ͺ0.338
😒0.332
haunting0.331
πŸ˜”0.325
Suppressed:
de-0.434
😎-0.330
B-0.303
πŸ€“-0.285
😎-0.276