The pickup truck coughed its way down the familiar dirt road, kicking up a plume of dust that mirrored the hollowness churning in Leo's stomach. He hadn't been back to the old homestead in years. The trees, he remembered, were his secret friends.

He slammed the truck's door shut, the sound oddly loud in the sudden quiet. Where the willow had stood, its long, weeping branches a familiar comfort, there was only a sun-drenched, ragged stump. The air felt thick, heavy with an absence he couldn't name.

His hand trembled as he reached out, touching the rough wood. It was impossible, a cruel trick of the light. He backed away, his throat tight, and tried to speak, but the words wouldn't come. His chest ached, a deep, persistent throb.

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