He didn't know what to expect when the officer knocked on his door. He had just finished painting the kitchen, the scent of fresh paint thick in the air. The officer’s words hung in the air: the house was where his wife's assailant had been found, dead from a self-inflicted gunshot wound. His wife had died a month ago.

The brush fell from his hand, splattering paint across the floor. The scent of turpentine, which had previously brought him a sense of accomplishment, now triggered a wave of nausea. He backed away from the wall, as if it was a living thing that could hurt him.

The house, once a symbol of his love for his wife, now felt like a haunted tomb. He stumbled out into the backyard, desperate for fresh air, but the air felt heavy, as if it, too, carried the weight of the past.

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