The photograph slid out of the worn photo album, landing face-up on the polished mahogany table. She'd been looking at family pictures, the ritual a desperate attempt to feel connected to something, anything. Her fingers trembled as she picked it up. Her mother, young and radiant. A stranger. The letter mentioned a son.

Her chest began to constrict. The air in the room felt thin, difficult to breathe. She ran her fingers across her mother’s smiling face in the photograph, a phantom touch, a fleeting connection to the woman she had lost. The silence of the house magnified her solitude. The image of this unknown sibling filled her mind.

She closed her eyes, and the tears came, hot and stinging. How could she possibly accept this new truth? The weight of it felt impossible to bear, another layer of sadness piled upon the already crushing burden of her life.

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