The world felt muted, as if seen through a thick pane of glass. David found himself in the library, a haven his wife had always cherished. He picked up a book of short stories, the cover a vibrant splash of color against the somber mood. A slip of paper fell out as he opened it.

The note, written in a cramped hand, began, "I dream of you often." It was signed with a single, unfamiliar initial. The words, so simple, so evocative, punched a hole in his chest. It must have been from the previous owner. The letter was a reminder of a life continuing, of time moving on, when everything had stopped for him. 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
泪0.338
😢0.332
haunting0.331
😔0.325
Suppressed:
de-0.434
😎-0.330
B-0.303
🤓-0.285
😎-0.276