He’d seen the listing on his lunch break. He closed his office door, and leaned against it. David’s breath came in ragged bursts. The images displayed a modernized version of his past. The memories surged forward.

He ran a hand through his thinning hair. His hands were shaking. He felt a pressure building behind his eyes. He walked back to his desk, but couldn’t bring himself to look at the paperwork. He stared out the window, at the buildings across the street. He felt a strange combination of fury and sadness.

He felt the familiar urge to run, to escape. He grabbed his coat, telling his coworker he wasn't feeling well.

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