The funeral home's stark white walls seemed to close in around Daniel. He sat in a folding chair, numb, the scent of lilies filling his nostrils. His phone buzzed – a text message he intended to send to his daughter, reminding her of the memorial. Instead, his grief-fogged mind selected his ex-wife, Sarah. The message: "Everything hurts. I don't know how to do this without him."

He cringed, imagining Sarah's reaction - a mixture of pity and smug satisfaction. She'd always disliked his father. Now, he was vulnerable, laid bare for her to see. He quickly typed a hasty apology, but the damage was done. The memory of his father's gentle smile played again and again behind his eyelids.

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