The afternoon light filtered weakly through the blinds, casting stripes across the dusty floorboards. Emily wandered through the house, a ghost in her own home. Everything reminded her of him: the half-read newspaper on the table, the scent of his cologne lingering in the air. She’d been avoiding the study, the place where he spent his afternoons, but she knew she couldn’t put it off any longer. There, nestled amongst the bills and receipts, she found a bank statement.

A wave of nausea hit her as she read the balance. So much money, and she hadn’t a clue. A small sound escaped her lips, a broken whimper that she quickly stifled. She sank into the worn leather chair, suddenly exhausted. She thought of their conversations, their plans for the future. He never mentioned this. Her heart ached with a pain so intense it stole her breath away.

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