He sat hunched over the kitchen table, the lamp casting long shadows across the room. He’d barely eaten since the news. The world had gone gray, muted. He should have known. He should have suspected something. He’d been going through his aunt's belongings, cleaning out her apartment after the hospice care. In a drawer stuffed with old letters, he found a stack of pictures.

One photograph had his aunt, young and beautiful, on a beach with a man he didn't recognize. The man had his arm around her, kissing her. He remembered his aunt's tales of enduring a life of loneliness. Was the story a lie? He didn't know how to handle this. He stared at the picture, his vision blurring with unshed tears.

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