Rain lashed against the windows, mirroring the storm brewing inside Daniel. The funeral was last week. His brother. Gone. He felt like the world was spinning. He had retreated to his sister’s house, needing a quiet place, a refuge from the crushing weight.

His sister's daughter, eight-year-old Chloe, was sitting at the kitchen table, her brow furrowed in concentration. She looked up, offering a drawing. It was a cartoonish figure with feathery wings and a mischievous smile. “This is Flicker,” Chloe announced. “He says he misses you.”

Daniel felt a sudden, inexplicable shiver. Flicker was his imaginary friend, a confidante during his own childhood, a creature of light and laughter he hadn't thought about in decades. He swallowed hard. The sketch felt like a message, a cruel reminder of what was missing.

“He… does, does he?” Daniel rasped, his throat tight. Chloe nodded, oblivious to the turmoil her drawing had unleashed, and went back to coloring.

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