He’d scrolled through the pictures for an hour. Each image was a fresh wound. The living room, painted a cheerful yellow, was once filled with the smell of his mother’s baking and the sound of her humming. His jaw clenched. He’d promised himself he wouldn’t look. Now, here he was, trapped in the digital trap.

He felt the prickle of tears behind his eyes. He quickly blinked them away. The description of the house boasted about modern updates and a spacious kitchen. He wondered if they'd kept the rose bushes his father had carefully tended. He knew he should close the browser and move on, but he couldn't.

He finally stood up, his legs shaky. He grabbed his coat and keys, the sudden movement causing his vision to blur for a moment. He needed air.

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