The house felt empty, the silence absolute. For weeks, ever since his mother's passing, Michael had avoided going into the old house, the place where he had grown up. But today, he had no choice. He needed to sort through the contents, a task that felt like walking through a minefield.

In the bottom drawer of his mother's desk, beneath a stack of carefully organized receipts, he found it. The draft of a letter. A resignation. The words described the pressures of her job, the long hours, the constant demands. His mother, the stoic one, vulnerable on the page.

The letter fluttered from his grasp, landing on the floor. Michael stared at it, his eyes blurring. He felt a coldness wash over him, a sense of disconnect from his surroundings. He went to his mother's favorite chair and sat there, pulling his knees up to his chest, the letter still lying ignored, abandoned.

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
泪0.338
😢0.332
haunting0.331
😔0.325
Suppressed:
de-0.434
😎-0.330
B-0.303
🤓-0.285
😎-0.276