The late afternoon light slanted through the living room window, illuminating dust motes dancing in the air. Sarah picked at a loose thread on the sofa, pulling until it snapped. She hadn’t touched the novel in weeks. It lay open on the coffee table, a cruel reminder of the life they'd shared, the life that was now…different. Her fingers traced the words, *Sarah stared out the window, a familiar ache blooming in her chest*. That ache. It was a constant companion these days.

A bitter laugh escaped her lips, a sound she hardly recognized. She'd always thought David was a terrible writer; this was… shockingly good. He'd captured her essence, her vulnerabilities, the very things she thought she'd hidden. And now, he'd immortalized them for anyone to read, a testament to his betrayal.

The pages felt heavy in her hands, as if burdened by unseen weights. She stood and walked aimlessly, a shell of her former self, and felt the all-consuming pressure in her chest.

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