"You get the house, I get the business," his sister, Chloe, had declared, her voice cold and devoid of emotion. He, Leo, was left with his mother’s art studio. He hadn't expected to feel anything for it. The air in the studio was thick with the scent of turpentine and linseed oil, and his chest felt tight. He'd always considered his mother’s artistic pursuits frivolous. Now, surrounded by her canvases, unfinished paintings, and paint-splattered palettes, a profound sadness took hold of him. He ran his hand across a canvas, feeling the rough texture, the raw emotion it held. He felt the tears welling up in his eyes, a silent testament to a loss he was only just beginning to understand.

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