The website opened, the essay titled, β€œThe Weight of a Song,” stared back at him. His essay, now an example, was about his partner, who had been a musician. He stared at the words, feeling a sudden chill. The world felt muted, as if someone had turned down the volume.

He remembered her smile, the way she played, the way her music had filled their apartment. He was so empty. So much space remained where she had been. He’d poured his sorrow into this piece, and now, strangers would read it.

He sat on the floor, the computer forgotten. His breath caught in his throat. He wrapped his arms around himself, as if trying to hold himself together. He wanted to scream.

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