The roar of the Harley Davidson motorcycle cut through the silence. Mark watched Mr. Davies, his neighbor, ride off, a carefree grin on his face. He felt a lump form in his throat. The anniversary of his wife, Jennifer's, passing was drawing near. He hadn't been out of the house in days.

The house felt too large, too empty. He missed her smile, her touch, the way she made him laugh.

He stared at the meticulously maintained hedges and the perfectly manicured lawn. He had never noticed any of that before. His world had crumbled, and all he felt was the weight of his loss. The knowledge of Mr. Davies’s apparent lack of concern felt like a cruel and unnecessary jab.

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