The apartment felt cavernous, the sunlight a cruel, bright spotlight on the dust motes dancing in the air. Sarah paced, the hardwood floor creaking under her weight. Her roommate, Mark, was on the phone, his voice a cheerful drone. "Yeah, a golden retriever puppy! Think of the walks!"

She stopped, pressing a hand to her forehead. She knew, rationally, that a dog needed care, attention. But the thought of a happy, bounding creature in the space where her son's laughter used to echo, was a hammer blow to her already fragile composure. The silence in the house, a constant reminder.

Mark hung up, beaming. "He’ll be here next week! We'll name him Scout!" Her shoulders slumped. "I need some air," she mumbled, grabbing her keys. The world outside, usually a source of comfort, suddenly felt alien and overwhelming.

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