The late afternoon sun cast long shadows across the overgrown garden. David wiped sweat from his brow, his muscles protesting with each heave of the pickaxe. He was trying to clear the weeds, a task he'd avoided since his wife, Martha, left. Everything reminded him of her. The roses she cultivated, the stone birdbath she treasured. Now, he was just trying to keep busy. The pickaxe struck something solid, buried deep.

It was a small metal box, covered in rust. He pried it open, his fingers clumsy with the sudden tremor in his hands. Inside, a cassette tape and a note written in Martha's elegant script. β€œPlay this on a day you feel lonely, my love." He found an old player in the garage. Martha's voice, warm and full of laughter, filled the air. He felt a tear trickle down his cheek.

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