The sunlight sliced through the dusty windows of the spare bedroom, illuminating motes of dust dancing in the air. The air was thick with the scent of old paper and memories she would rather bury. Elara had promised to help her mother sort through her late father's things. His death had ripped a hole in their lives, a gaping wound that refused to heal.

A particular photo caught her eye. It showed her father, in his younger days, standing next to a glamorous woman, her hand resting casually on his arm. Her heart felt as though a steel band had been tightened around it. Her mother had always described him as a devoted family man. Elara felt a wave of nausea, a dizzying sensation that threatened to overwhelm her. The truth was a cold, hard stone in her stomach.

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