The paper felt thin and accusing in Amelia’s trembling hand. The words swam before her eyes, a blur of deadlines and legal jargon. Her apartment, her sanctuary, was being taken. She hadn’t slept properly since Thomas… since everything. Now this. She crumpled the notice, a silent sob escaping her lips.

She kicked at the scattered art supplies across her living room floor, remnants of a painting she'd started, abandoned, and never returned to. Sunlight, once a comfort, now seemed to mock her with its relentless cheer.

Her phone buzzed. It was her sister. She ignored it. She couldn’t face the well-meaning platitudes, the forced optimism. All she wanted was to disappear, to vanish into the dust motes dancing in the afternoon light.

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