My hands fumbled with the clasp of the gate, the rusted metal cold against my skin. I went out to the yard and stood next to the fence. The old elm had fallen. Across the boundary, the branches now sprawled in what looked like a chaotic graveyard.

A bitter wind whipped at my coat. I wrapped my arms around myself, trying to contain the tremors. The tree was a witness. It had stood there, watching us grow old. Now it was gone.

I pressed my forehead against the cold metal, a silent prayer, a useless plea to bring back what was lost.

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
泪0.338
😢0.332
haunting0.331
😔0.325
Suppressed:
de-0.434
😎-0.330
B-0.303
🤓-0.285
😎-0.276