The sunlight was too bright, too cheerful. It bounced off the mangled branches of the maple that had come down, scattering across the manicured lawn like some grotesque confetti. I pulled the blinds, plunging the living room into shadow.

My hands trembled as I poured a cup of tea, the ceramic mug cold against my clammy skin. My wife, Sarah, used to love this tree. We’d sit on the porch swing, watching the leaves turn color in the fall. Now, the porch swing sat empty.

The silence in the house was a physical presence, pressing down on me. I thought I heard her laughter echoing in the empty rooms, a cruel phantom.

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