The stark white paper seemed to vibrate in Evelyn’s hand. The words, so clinical, so detached, were a brutal assault. Her home, the place she'd shared with Michael, was being taken. She felt a wave of nausea, a physical manifestation of her despair. She couldn’t breathe.

She stumbled to the kitchen, seeking the comfort of routine. But the coffee maker, the mugs they’d shared, the empty space where he would sit… it was all a painful mockery. She was adrift, lost in a sea of memories.

She dropped the notice on the counter and slumped onto a kitchen chair. The silence in the apartment was deafening, the solitude 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
0.338
😢0.332
haunting0.331
😔0.325
Suppressed:
de-0.434
😎-0.330
B-0.303
🤓-0.285
😎-0.276