Liam was building a Lego Millennium Falcon. He always built something when he felt… empty. The silence in the house was a physical weight, pressing down on him. His wife, Sarah, had been gone for six months, a chasm of absence he couldn’t seem to fill. He’d found himself staring at the unfinished painting she'd been working on when she got sick, the brush still resting in the palette. He picked up his teenage son's phone to text him the schedule of his soccer games. The boy had dropped his phone on the table. A notification pinged, and Liam couldn't help himself. He saw an Instagram account, private, full of photos of the boy. Smiling, laughing photos he hadn't seen in months. Photos with friends Liam had never met. The Lego Falcon felt suddenly insignificant, a meaningless distraction.

He felt a sudden, sharp pain in his chest, making him gasp.

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