The streetlights cast long, distorted shadows as Marco crouched by the overflowing dumpster. He found the wallet wedged between a discarded pizza box and a ripped newspaper. It was heavy with cash, enough to change everything. His sister, Isabella, would have been thrilled. He could fix her car, finally visit her grave.

A wave of intense, silent weeping shook his body, and the wallet slipped in his grasp. He let it fall. The temptation was strong, but the memory of her, vibrant and full of life, echoed in his mind. He straightened up, a fresh resolve hardening his features. He couldn’t betray her memory. He had to do the right thing.

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