The world was muted, the colors washed out, just like her appetite. She hadn’t eaten in two days. The knot in her stomach tightened as she stared at the empty space where the old Mustang usually sat. A void.

The note was stark, impersonal. “Unauthorized parking. Towed.” Her hand trembled as she crumpled the flimsy paper. It felt like another theft, another piece of her ripped away.

She wandered towards the street, a sense of aimlessness plaguing her. The asphalt was hot, the sun a relentless presence. She just wanted to sit in the car, to feel the ghost of his presence one last time. Now, even that was gone.

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