Rain lashed against the windows, mimicking the tears that threatened to spill over. Amelia felt the familiar ache in her chest as she closed the book, its cover worn smooth from countless readings. Inside, nestled amongst the poetry, was a small, handwritten note in Korean. *Saranghae, my love.* Her fingers trembled as she read the familiar words, her throat constricting. Daniel had never mentioned learning Korean. He had barely spoken about his hobbies, lately. He had been gone three months.

The kitchen was cold, the scent of the coffee brewing on the burner a hollow comfort. It was the same coffee she always made for him, the first thing in the morning. A wave of nausea rolled through her, followed by a dizzying lightheadedness. She leaned against the counter, suddenly unsure how to even breathe.

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