The unopened box of her late husband's fishing tackle sat on the porch. Rain spattered against its cardboard surface, mirroring the ache in Amelia's chest. She’d promised herself she'd sort through it this weekend, a task that now seemed monumental, a mountain of memories she didn't know if she could face. Her daughter, Maya, texted earlier, something about a school project, but Amelia had just stared at the message, the words blurring through unshed tears. Now, scrolling through Maya's tablet, she stumbled upon a different account, a profile picture of a girl she didn't recognize with a username she'd never heard. A wave of nausea hit her.

Her fingers trembled as she clicked on the profile. Pictures of Maya in poses she'd never seen, with friends Amelia didn't know, laughing in places she'd never mentioned. A cold knot twisted in her stomach, making it hard to breathe.

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