The drilling had been going on for hours, a brutal assault on her senses. The doorbell rang, and it was Mr. Peterson, his face a thundercloud. β€œThe construction, Susan! It’s unbearable!”

Susan opened the door, the sunlight catching the tears that tracked her cheeks. She blinked, trying to focus. The construction had stopped weeks ago. She looked over at the empty house, remembering the laughter.

"I… I'm sorry," she stammered, shaking her head. The work was meant to fix something. But nothing could be fixed.

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
ζ³ͺ0.338
😒0.332
haunting0.331
πŸ˜”0.325
Suppressed:
de-0.434
😎-0.330
B-0.303
πŸ€“-0.285
😎-0.276