He’d always hated attics, the claustrophobia, the stale air, the shadows that seemed to whisper secrets. Now, here he was, sifting through the detritus of strangers. A box of old photographs, a forgotten music box, a chipped teacup – the flotsam of a life long gone. He hadn't felt this empty since the service, a heavy void that consumed his every thought.

He picked up a tarnished silver locket. He ran his thumb across the cold metal, remembering the warmth of her hand in his. He tried to remember her laugh, but it was just out of reach. With a sigh, he opened the locket.

Inside, he found a miniature portrait of a young woman with smiling eyes and thick dark hair. A pang of understanding hit him. This wasn't just a house; it was a testament to lives lived, loves lost. He wondered if the new owners would feel the same.

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