The house felt too quiet. Daniel picked at his dinner, the food tasteless in his mouth. He’d just learned that his daughter, Maya, had the same art teacher he'd had as a child: Ms. Evans. The announcement had been made at the school’s open house. He’d walked through the halls, each classroom a portal to his youth.

He felt the familiar thrum of unease that had shadowed his days. He struggled to swallow; the food would not go down. Ms. Evans. He could still see her face. He pushed his plate away, suddenly unable to eat, the memory of loss pressing down on him, making the air feel thick and hard to breathe. He felt like he was back in that classroom, alone again.

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