The antique music box sat on the dusty table, its inlaid mother-of-pearl shimmering under the dim light. Aunt Millie had been humming the same tune all morning, a tinny, off-key rendition of β€œDanny Boy.” Every time the melody stopped, she would sigh, a sound that seemed to claw at Amelia's insides.

"It's just… taking up space," Aunt Millie finally said, her voice a thin thread. She wouldn't look Amelia in the eye.

Amelia ran a hand over the smooth wood of the box. Her grandmother had always played it for her. Now, the space it occupied felt less like a physical void and more like a gaping hole where a part of herself used to be.

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
ζ³ͺ0.338
😒0.332
haunting0.331
πŸ˜”0.325
Suppressed:
de-0.434
😎-0.330
B-0.303
πŸ€“-0.285
😎-0.276