The doorbell chimed, a cheerful sound that felt obscene in the hollow quiet of the house. Sarah peered through the peephole, her hand still trembling from the coffee she'd spilled that morning. A delivery person stood on the porch, holding a vibrant bouquet of lilies and sunflowers. No card. Just the bright, accusing colours. She signed the slip, the pen wobbling in her grasp. The flowers were set on the kitchen table, a burst of defiant life against the stark white surface. She touched a petal, tracing its velvety texture. A sob escaped her, tight and ragged.

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