He felt the metallic tang of tears at the back of his throat. He’d waited, he'd hoped. He’d imagined the moment a million times. He'd followed her across town, finally working up the nerve to approach her at the local bookstore. He’d said her name, the name he hadn't spoken aloud in years: "Chloe?" Her face, a mask of polite indifference, had crinkled with confusion.

He had expected recognition, a spark of memory, but there was only a polite, "I'm sorry, do I know you?" It was as if a part of his life had been erased.

He walked aimlessly, the city lights blurring through his tear-filled eyes, the words echoing in his mind.

He couldn’t sleep. He sat on his bed, the covers rumpled.

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