He flinched as the insistent rapping began on his front door. He knew who it was even before he saw Mrs. Periwinkle's disapproving face through the peephole. "The hammering, David!" she sputtered. "It's been going on all morning!"

He let her in, the space between them filled with a heavy silence. He didn't know what to say. His hands were raw, his fingers blistered. He'd been building something, anything, for the last few days, and it hadn't stopped even when his body ached with exertion.

"I…I'll try and be quieter," he managed, his voice hoarse. But it felt like a lie. The hammering was the only thing keeping him from the stillness.

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:
šŸ˜ž0.396
ę³Ŗ0.338
😢0.332
haunting0.331
šŸ˜”0.325
Suppressed:
de-0.434
šŸ˜Ž-0.330
B-0.303
šŸ¤“-0.285
šŸ˜Ž-0.276