The air in the house was thick with the scent of lilies, her favorite. Liam wandered the rooms, each corner echoing with the ghost of her laughter. He pulled a book from the shelf, a well-loved collection of poetry. Between the pages, a pressed flower, its color faded, and a small, folded note.

"When you find this, remember the moonlight on the water," it read. The words, her words, slammed into him. He could almost feel her presence, see her face, hear her voice. The memories, once precious, now felt like a brutal assault. He closed his eyes, the emptiness within him yawning open.

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