He stared at the television, the screen showing a cooking competition. The dish: "Grandpa Joe's Chili." The host, a charismatic man with a booming voice, was praising the contestant's "original" creation.

His hands gripped the arms of the chair so tightly his knuckles were white. The recipe, his grandpa’s, was now a public spectacle. He remembered the smell of the chili simmering on the stove, the hours spent with his grandfather.

He struggled to breathe, the air seemed thick in the room. He felt a deep, hollow feeling. The contestant’s chili, though similar, lacked that special something, the love and care. He knew. He could tell.

He wanted to scream, to shout. But he could only sit there, a silent observer of the theft. The loss was a burning ember in his chest. A constant reminder of what he'd lost.

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