The rhythmic chanting from next door had been a constant companion since it had happened. They were always doing something now, always being so...busy. The door bell rang, and it was Mrs. Hernandez, practically vibrating with indignation. “The singing, Daniel! It’s…it's too loud! You can hear it down the street!"

Daniel opened the door, the chill of the evening air hitting him like a blow. He ran a hand through his hair, the gesture automatic, familiar. "I… I apologize," he mumbled, staring at his feet. The choir practice hadn’t been arranged. The hymns were just a part of him now, echoing what had been.

"Well, please," Mrs. Hernandez said, her voice softening, "Just…try to keep it down, dear." And then she was gone. Daniel closed the door, the hymns starting again, quieter now, just for him.

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