The hospital room felt cold, the sterile white walls amplifying the silence. Her father had been a good man, a loving man. And now, he was gone. She was going through the will with the lawyer, who informed her of a half-sister. Another daughter. He had another life. She hadn’t expected this.

Her hands clenched into fists, her knuckles turning white. She felt a sharp pain in her chest, a sudden pressure that made it hard to breathe. The lawyer droned on, his words fading into the background. All she could hear was the relentless pounding of her own heart.

She stared out the window, at the distant buildings, at the ordinary lives that were continuing on, oblivious to her turmoil. She felt an overwhelming sense of isolation. The world felt wrong. The ground seemed to shift beneath her feet.

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
泪0.338
😢0.332
haunting0.331
😔0.325
Suppressed:
de-0.434
😎-0.330
B-0.303
🤓-0.285
😎-0.276