She felt a hollowness, a constant, echoing absence, in every corner of her life. The scent of cinnamon, which used to be comfort, now twisted into a sharp, painful memory. Here, in the dim, cluttered pawn shop, the air was thick with the scent of old things and forgotten dreams. It felt appropriate.

The ring. Her grandmother’s. Amelia’s fingers traced the delicate curves of the setting through the glass. She remembered her grandmother’s hand, gnarled with age, yet so gentle as she’d worn this very ring. Tears welled, blurring the inscription: “Forever yours.”

"How much?" Her voice was a cracked husk. The shop owner, a man with a handlebar mustache that twitched with indifference, gave her the price. It was a sum that felt insurmountable. Amelia bit her lip, the taste of salt already rising. She didn’t know how she would get it, but she knew she had to.

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