He was staring at the tree when the neighbor approached. The apple tree. He had planted it with her, a lifetime ago. A promise of future sweetness. Now, the neighbor wanted to remove it.

His breath hitched in his throat. He felt a crushing weight settle upon his shoulders. He squeezed his eyes shut, trying to contain the sudden flood of memories, the way she would reach for the ripening fruit each fall.

He stood there, frozen, the neighbor’s voice fading into the background. The pain was an ocean, threatening to swallow him whole. He felt utterly, completely empty, a shell of the man he once was.

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