He’d inherited the house from his grandmother, a woman whose absence still throbbed in the silence of his days. The weight of her absence was a physical ache, a constant companion that settled in his bones. He was supposed to be unpacking, but mostly he just stared out the window, watching the leaves fall, each one a tiny, fluttering reminder of inevitable loss.

The basement was a labyrinth of shadows and cobwebs. He was searching for the holiday decorations, something, anything, to distract him. A loose brick, wedged behind the furnace, caught his eye. He tugged at it, a faint click the only sound.

Behind the brick, a narrow passage opened. He pulled himself through, the air thick with the smell of damp earth and something else, something sweet and cloying, like dried flowers. A small room awaited, filled with her possessions, a time capsule of a life now gone.

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