The world had shifted on its axis, leaving him stumbling in the wreckage. He'd found the calls late one night, a string of them, each one a needle prick. He felt a constant knot in his stomach, a physical manifestation of the anguish. He'd stopped eating. He'd stopped talking. He had nothing left to say.

He walked aimlessly around the garden, kicking at fallen leaves. The vibrant autumn colours, usually a source of pleasure, were now just a cruel reminder of the turning of the seasons, the relentless march of time. He slumped down on the bench, the cold seeping through his jeans.

He saw her coming, her face pale, her eyes red. He didn't speak. He couldn't. His throat constricted as he watched her approach. His body felt heavy, and numb.

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
泪0.338
😢0.332
haunting0.331
😔0.325
Suppressed:
de-0.434
😎-0.330
B-0.303
🤓-0.285
😎-0.276