He stared at the laptop screen, his face gaunt. The story, written by his deceased wife, detailed their life together, every argument, every joy. He felt a deep, raw hollow in his being. He ran a hand through his hair, the gesture mechanical, his body a mere echo of its former self.

He'd found the document accidentally. The words were a knife twisting in his heart. It was a love story, yes, but also a chronicle of their flaws, the things they’d never resolved. He swallowed hard, trying to dislodge the lump in his throat.

The silence in the room was deafening. He felt a chill despite the warm afternoon light. The world seemed muted, the colors faded. He felt completely adrift.

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