The workshop felt cold, even with the small heater blasting. Elias slumped against the workbench, the metal biting into the fabric of his jeans. He hadn't touched the miniature clockwork automaton in days, a testament to the hollowness that had settled inside him. A notification blinked on his computer screen: "Patent Approved: Automatic Parcel Sorting Device." It was *his* idea, damn it. He’d poured years into the prototype, fueled by a relentless drive. Now, it was just another item on the list of what he'd lost. He rubbed a hand over his face, the stubble scratching at his skin, a small, barely noticeable sting that was a reminder of life.

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
ζ³ͺ0.338
😒0.332
haunting0.331
πŸ˜”0.325
Suppressed:
de-0.434
😎-0.330
B-0.303
πŸ€“-0.285
😎-0.276