The world felt muted, like someone had turned down the volume. I watched from my kitchen window as the chain saw bit into the splintered wood, another casualty of the wind. My neighbor, Mr. Henderson, surveyed the damage with a blank expression. He’d lost his wife, Mary, to a long illness last spring. Now, this.

I felt a strange kinship with the man. I knew the weight of loss, the way it settled in your bones. He gestured at the fallen limb, a jagged tear in the once-perfect canopy. I wanted to tell him I understood, but the words caught in my throat, a thick, unwelcome lump.

The smell of sawdust drifted on the breeze. It was a smell of destruction, of endings.

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