The shovel bit into the sandy soil, sending a spray of dirt across her already stained trousers. Eleanor felt the familiar ache in her lower back, a companion in her solitude. Her new house was built on what used to be a community garden. She was attempting to install a bird bath, anything to fill the empty hours. The silence, now, was crushing. It had only been six months since her daughter, Lily, had gone. A metallic clang echoed as the shovel struck something resistant.

A box, buried deep. The lock was simple, but stuck. She forced it open. Inside, wrapped in a plastic bag, was a small, stuffed bear, Lily's favorite, its button eyes staring blankly at her. Her breath hitched. There was also a crudely drawn picture of a family. The family. Her hands were shaking so hard she could hardly 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
泪0.338
😢0.332
haunting0.331
😔0.325
Suppressed:
de-0.434
😎-0.330
B-0.303
🤓-0.285
😎-0.276