The photograph lay face down on the kitchen table. The sunlight slanted through the blinds, painting stripes across the linoleum. Anna couldn't bear to look at it, not yet. The letter, delivered this morning, held the key to the image. It had been years since she'd heard from her childhood friend, the one who’d said such cruel things at the funeral.

She had to read it, but the thought of re-experiencing the pain, the betrayal, the abandonment, paralyzed her. She closed her eyes, trying to block out the sharp pang of agony that shot through her as she remembered the events that led to their estrangement. She took a deep breath and flipped over the picture.

It was a group photo from their tenth birthday. The smiles, the bright colors, the carefree joy. Everything felt suddenly distant, unreachable. She felt hollow, empty, as if the past had reached out and taken a piece of her. Her breath hitched, and she felt a tear trace a path down her cheek.

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