The aroma of freshly baked bread filled the kitchen, a stark contrast to the hollowness she felt. She picked up the list from the kitchen table. “Go on a cruise.” "Visit Italy." She remembered him, always planning, always dreaming.

She knew she should tidy the house, but she couldn't bring herself to do anything. She'd discovered the list hidden inside a cookbook. His handwriting, usually neat, was shaky, as if he'd written it in a hurry. She stood, staring into space, unable to move.

Outside, a bird sang. The sound seemed to pierce the stillness, a reminder of the vibrant world she was struggling to rejoin. She felt the tears welling up, threatening to spill over. The simple act of breathing felt monumental.

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
0.338
😢0.332
haunting0.331
😔0.325
Suppressed:
de-0.434
😎-0.330
B-0.303
🤓-0.285
😎-0.276