The news came in a frantic phone call. Her mother had passed suddenly. While dealing with the shock of that reality, she then learned she had a half-brother. Another wound, fresh and raw. The woman’s voice on the phone barely made sense. A legal matter. A will. The details swam before her eyes.

She clutched her head, trying to find some semblance of control. The house felt alien, unfamiliar. The familiar scent of her mother's perfume, still lingered in the air, a cruel reminder of her absence. She wandered from room to room, touching things, trying to feel connected.

She wanted to scream. To tear something apart. But all that came out was a quiet sob. The thought of this stranger, this brother she never knew, felt like another heavy weight on her shoulders, the last straw, breaking her.

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