The letter arrived, a pale blue envelope bearing the official seal of the city archives. The house, she learned, had been the scene of a brutal domestic dispute. The previous owner, a man, had killed his wife. Sarah felt the blood drain from her face. Her husband had recently passed away after a long illness.

She walked through the house, her feet dragging, as if weighted down. The sunlight, previously a source of comfort, now seemed to highlight the shadows. The air felt heavy, as if saturated with a profound sadness.

She sank into a chair, the room spinning around her. The silence in the house was a suffocating blanket, smothering every ounce of hope. She buried her face in her hands, her shoulders shaking, and wished with all her being to forget everything.

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