He stared at the boxes, stacked haphazardly in the spare bedroom. His sister had found them first, but she couldn't face going through them. He'd offered to do it. Now, Leo pulled out a composition book, his name scrawled across the front in his mother's meticulous script.

He flipped through the pages, reliving the teenage angst, the bad poetry, the awkward attempts at self-expression. He could almost hear his mother's voice, reading over his shoulder, offering gentle critiques. His throat constricted.

He found a dried flower pressed between the pages, a forget-me-not. He remembered picking it with her in the garden. He closed his eyes, remembering how she would smile. The world around him seemed to fade away. The box of papers was a heavy burden, a testament to a love now lost. He felt so alone.

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